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Division of Investment Management

Analytics Office

Registered Fund Statistics

Form N-PORT Data, period ending December 2023

May 17, 2024

This is a report of the Staff of the Division of Investment Management’s Analytics Office of the U.S.

Securities and Exchange Commission. The Commission has expressed no view regarding the analysis,

findings, or conclusions contained herein.

Information presented in this report reflects staff’s compilation and analysis of data reported to

the Commission on Form N-PORT, certain other filings (e.g., Form N-CEN), and supplemental

third-party data. The presented information does not reflect any filings or amended filings

submitted after May 16, 2024.

May 17, 2024

Analytics Office

Introduction

This report provides statistics and trends for SEC-registered investment companies that file

reports of portfolio holdings on Form N-PORT each month, reflecting data collected through Form

N-CEN and Form N-PORT filings received through May 16, 2024 for reporting periods from March

2019 through December 2023. The table below provides information on investment companies which

are required to file on Form N-PORT and are captured in this report.

Fund Type

Mutual Funds registered on Form N-1A (excluding money market funds)

Exchange-Traded Funds (ETFs) registered on

Form N-1A, or as a unit investment trust on

Form N-8B-2

Closed-End Funds registered on Form N-2 as a

management investment company (including interval funds and non-traded funds registered on

Form N-2)

Seperate accounts offering variable annuity contracts on Form N-3

Business Development Companies (BDCs)

Money Market Funds regulated under rule 2a-7

Small business investment companies registered

on Form N-5

Unit Investment Trusts registered on Form N-4

or N-6

Unit Investment Trusts registered on Forms S-6

and N-8B-2 (excluding ETFs)

Required to File Form N-PORT?

Yes

No

X

X

X

X

X

X

X

X

X

Please see the Division of Investment Management’s “Money Market Fund Statistics” report on

SEC.gov for information and statistics relating to money market funds reporting on Form N-MFP.

The Commission began receiving Form N-PORT filings from Large Entities — funds that

together with other investment companies in the same group of related investment companies have

net assets of $1 billion or more — for the March 2019 reporting period. A full data set, including

information from non-Large Entities, was not collected until the March 2020 reporting period.

Please see the Appendix to this report for definitions of capitalized terms and other technical

descriptions including explanation of consensus categories, prevalent asset classes, and techniques

used to minimize the effects of outliers.

Filers may file amendments to current or historical Form N-PORT filings at any time. This

report utilizes the most recently reported data for each fund for a given report period, based on

Form N-PORT filings received through May 16, 2024.

1

May 17, 2024

Analytics Office

Funds must file reports on Form N-PORT with the Commission for each month in the fiscal

quarter not later than 60 days after the end of that fiscal quarter. A complete picture of registered

fund exposures for a given calendar quarter is therefore not available to Commission Staff until

approximately four months following the end of that period. As noted on Form N-PORT, the

Commission does not intend to make public information reported on Form N-PORT for the first and

second month of each fund’s fiscal quarter and certain other information that is identifiable to any

particular fund or adviser. Accordingly, statistics involving non-public Form N-PORT data provided

in this report are anonymized, and are aggregated, rounded, and/or masked. Masked data in this

report is denoted by “***”.

Commission Staff works with the reported information and with filers to identify and

correct filing errors and employs certain methodologies and assumptions in aggregating

the data. Commission Staff updates reported statistics from time to time to reflect

corrected and amended filings and any adjustments to methodologies and assumptions,

which may result in changes to previously reported statistics. A downloadable Excel

file published alongside this report provides the most recently updated historical data

and includes methodological notes and assumptions, including a description of significant

changes.

If you have any questions or comments about Registered Fund Statistics

(December 2023), please contact: Tim Dulaney, PhD, Juan Carlos Forero Penaranda, or Trevor

Tatum with subject line “Registered Fund Statistics (December 2023)”.

2

May 17, 2024

Analytics Office

Contents

1 Number of Funds

4

2 Total Fund Assets

5

3 Flows and Returns

9

4 Fund Portfolio Investments by Category

12

5 Fund Portfolio Investments by Currency

24

6 Fund Portfolio Investments by Country

25

7 Fund Derivative Investments

27

8 Liquidity Classifications

31

9 Fair Value Levels

35

10 Interest Rate Risk

41

11 Securities Lending

43

12 Borrowing

47

13 Appendices

48

3

May 17, 2024

1

Analytics Office

Number of Funds1

Table 1.1: Number of Funds, by Fund Type and Prevalent Asset Class

This table includes fund of funds. “Fund of fund” is defined in the appendix.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Prevalent Asset Class

US Equity

Multi-Asset

Taxable Bond

Global Equity

Municipal Bond

Subtotal

US Equity

Global Equity

Taxable Bond

Multi-Asset

Municipal Bond

Subtotal

Taxable Bond

Multi-Asset

Municipal Bond

US Equity

Global Equity

Subtotal

Total

Jan

2023

3,015

2,221

1,842

1,405

551

9,034

1,244

685

573

353

66

2,921

199

191

119

89

54

652

12,607

Feb

2023

3,011

2,214

1,838

1,403

555

9,021

1,255

684

569

352

68

2,928

200

190

119

89

54

652

12,601

Mar

2023

3,011

2,209

1,834

1,401

555

9,010

1,264

686

576

356

70

2,952

201

189

118

92

52

652

12,614

Apr

2023

3,003

2,198

1,827

1,402

557

8,987

1,266

683

582

353

70

2,954

202

187

117

89

52

647

12,588

May

2023

2,990

2,217

1,831

1,402

555

8,995

1,269

686

591

352

72

2,970

204

184

117

92

52

649

12,614

Jun

2023

2,989

2,180

1,827

1,405

554

8,955

1,278

688

602

346

72

2,986

209

184

117

93

51

654

12,595

Jul

2023

2,990

2,188

1,811

1,404

553

8,946

1,280

687

612

351

75

3,005

206

182

116

93

51

648

12,599

Aug

2023

2,985

2,170

1,807

1,405

550

8,917

1,303

689

618

347

76

3,033

202

182

118

92

51

645

12,595

Sep

2023

2,995

2,159

1,802

1,406

546

8,908

1,323

694

642

351

78

3,088

201

192

118

88

52

651

12,647

Oct

2023

2,959

2,137

1,790

1,403

545

8,834

1,330

686

660

366

79

3,121

201

189

115

89

52

646

12,601

Nov

2023

2,940

2,110

1,785

1,402

545

8,782

1,360

688

674

363

80

3,165

199

189

115

89

52

644

12,591

Dec

2023

2,936

2,100

1,773

1,398

543

8,750

1,380

698

682

359

82

3,201

197

192

115

89

52

645

12,596

Table 1.2: Number of Index and Non-Index Funds, by Prevalent Asset

Class

This table includes fund of funds. “Fund of fund” is defined in the appendix. Index fund

indication drawn from Form N-CEN, Item C.3.

Fund Type

Non-Index

Index

Total

Prevalent Asset Class

US Equity

Multi-Asset

Taxable Bond

Global Equity

Municipal Bond

Subtotal

US Equity

Global Equity

Taxable Bond

Multi-Asset

Municipal Bond

Subtotal

Total

Jan

2023

3,239

2,511

2,124

1,489

697

10,060

1,109

655

490

254

39

2,547

12,607

Feb

2023

3,243

2,504

2,122

1,488

702

10,059

1,112

653

485

252

40

2,542

12,601

Mar

2023

3,255

2,498

2,127

1,487

701

10,068

1,112

652

484

256

42

2,546

12,614

Apr

2023

3,249

2,489

2,127

1,489

702

10,056

1,109

648

484

249

42

2,532

12,588

May

2023

3,244

2,506

2,139

1,492

701

10,082

1,107

648

487

247

43

2,532

12,614

Jun

2023

3,250

2,466

2,149

1,498

700

10,063

1,110

646

489

244

43

2,532

12,595

Jul

2023

3,251

2,477

2,140

1,500

701

10,069

1,112

642

489

244

43

2,530

12,599

Aug

2023

3,263

2,460

2,138

1,500

701

10,062

1,117

645

489

239

43

2,533

12,595

Sep

2023

3,278

2,471

2,147

1,506

699

10,101

1,128

646

498

231

43

2,546

12,647

Oct

2023

3,255

2,456

2,153

1,504

696

10,064

1,123

637

498

236

43

2,537

12,601

Nov

2023

3,275

2,431

2,161

1,508

698

10,073

1,114

634

497

231

42

2,518

12,591

Dec

2023

3,301

2,424

2,161

1,516

699

10,101

1,104

632

491

227

41

2,495

12,596

1

“Mutual Funds” exclude ETFs. “Closed-End Funds” include interval funds and non-traded funds registered on Form

N-2. Please see Appendix 13.5 for definitions of other capitalized terms used in this report.

4

May 17, 2024

2

Analytics Office

Total Fund Assets2

Table 2.1: Aggregate Total Assets ($Billions), by Fund Type and

Prevalent Asset Class

This table excludes fund of funds and removes any observations with non-positive total assets (Form

N-PORT, Item B.1.a). Because funds can invest a limited amount in other funds without being

considered a fund of fund, there is some limited amount of double-counting of assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Subtotal

Taxable Bond

Multi-Asset

Municipal Bond

US Equity

Global Equity

Subtotal

Total

Jan

2023

9,275

4,112

3,030

1,584

787

18,789

4,273

1,307

1,204

109

72

6,965

144

90

89

87

27

438

26,192

Feb

2023

9,025

4,035

2,923

1,527

769

18,280

4,161

1,289

1,160

105

79

6,794

143

87

87

84

26

427

25,501

Mar

2023

9,179

4,165

3,010

1,567

778

18,700

4,218

1,343

1,191

107

71

6,931

144

87

87

86

27

431

26,061

Apr

2023

9,244

4,113

3,040

1,567

780

18,744

4,256

1,370

1,208

108

66

7,008

144

87

87

85

26

429

26,180

May

2023

9,199

4,090

2,954

1,536

771

18,549

4,257

1,368

1,173

108

70

6,976

143

86

86

85

26

426

25,951

Jun

2023

9,760

4,072

3,088

1,568

776

19,263

4,572

1,370

1,220

109

77

7,348

145

88

86

88

27

435

27,046

Jul

2023

10,056

4,087

3,181

1,602

779

19,705

4,776

1,380

1,278

111

83

7,627

146

89

86

91

27

440

27,771

Aug

2023

9,808

4,082

3,067

1,556

768

19,280

4,674

1,370

1,222

111

83

7,460

147

91

85

86

26

436

27,177

Sep

2023

9,319

4,027

2,947

1,497

743

18,533

4,475

1,356

1,182

109

71

7,193

149

91

82

82

25

429

26,155

Oct

2023

9,021

3,950

2,833

1,469

725

17,998

4,369

1,350

1,135

111

56

7,021

147

90

80

80

24

421

25,441

Nov

2023

9,800

4,095

3,066

1,542

756

19,260

4,846

1,414

1,235

121

62

7,678

151

94

85

86

26

441

27,379

Dec

2023

10,275

4,170

3,191

1,578

769

19,983

5,187

1,458

1,293

124

68

8,130

155

99

86

85

26

452

28,566

Table 2.2: Aggregate Index Fund and Non-Index Fund Total Assets

($Billions), by Prevalent Asset Class

This table excludes fund of funds and removes any observations with non-positive total assets (Form

N-PORT, Item B.1.a). Index fund indication drawn from Form N-CEN, Item C.3. Because funds can invest

a limited amount in other funds without being considered a fund of fund, there is some limited

amount of double-counting of assets.

Fund Type

Non-Index

Index

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

Total

Jan

2023

5,862

3,487

2,407

1,630

885

14,269

7,774

2,077

1,855

117

100

11,923

26,192

Feb

2023

5,702

3,425

2,326

1,567

864

13,884

7,567

2,043

1,784

126

97

11,617

25,501

Mar

2023

5,776

3,529

2,393

1,606

873

14,176

7,708

2,123

1,835

119

99

11,884

26,061

Apr

2023

5,807

3,468

2,416

1,606

875

14,171

7,779

2,158

1,860

114

99

12,009

26,180

May

2023

5,774

3,454

2,343

1,575

865

14,012

7,767

2,146

1,811

116

99

11,939

25,951

Jun

2023

6,114

3,435

2,449

1,607

871

14,476

8,307

2,152

1,885

126

100

12,570

27,046

Jul

2023

6,297

3,446

2,519

1,643

875

14,780

8,625

2,167

1,966

131

102

12,991

27,771

Aug

2023

6,135

3,443

2,429

1,598

864

14,468

8,433

2,157

1,886

131

101

12,709

27,177

Sep

2023

5,829

3,418

2,329

1,543

835

13,953

8,046

2,114

1,826

116

99

12,201

26,155

Oct

2023

5,633

3,360

2,239

1,514

815

13,562

7,836

2,088

1,754

101

101

11,879

25,441

Nov

2023

6,124

3,473

2,424

1,586

852

14,459

8,608

2,188

1,903

111

109

12,920

27,379

Dec

2023

6,404

3,523

2,519

1,625

868

14,939

9,143

2,260

1,992

119

112

13,627

28,566

2

As of December 2023, there are 13 N-3 funds reporting an aggregate $241.91 billion in net assets (roughly 1.04%

of aggregate mutual fund net assets). Additionally, there are 85 Interval funds registered on Form N-2 reporting an

aggregate $75.12 billion in net assets (roughly 20.22% of aggregate closed-end fund net assets).

5

May 17, 2024

Analytics Office

Table 2.3: Aggregate Net Assets ($Billions), by Fund Type and

Prevalent Asset Class

This table excludes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c). Because funds can invest a limited amount in other funds without being

considered a fund of fund, there is some limited amount of double-counting of assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Subtotal

Taxable Bond

Multi-Asset

US Equity

Municipal Bond

Global Equity

Subtotal

Total

Jan

2023

9,173

3,753

2,991

1,499

765

18,181

4,200

1,237

1,175

108

62

6,782

99

78

73

58

24

332

25,295

Feb

2023

8,925

3,705

2,881

1,449

750

17,711

4,086

1,218

1,132

104

59

6,599

99

76

71

56

22

324

24,633

Mar

2023

9,078

3,750

2,955

1,464

759

18,007

4,148

1,263

1,160

107

63

6,741

98

75

72

56

23

325

25,073

Apr

2023

9,141

3,766

2,989

1,474

758

18,129

4,189

1,282

1,180

107

62

6,819

99

76

73

56

23

327

25,275

May

2023

9,097

3,736

2,910

1,439

751

17,934

4,190

1,280

1,144

107

64

6,785

99

75

72

56

22

323

25,042

Jun

2023

9,653

3,745

3,046

1,480

756

18,680

4,500

1,290

1,192

108

71

7,162

101

76

75

56

23

331

26,173

Jul

2023

9,954

3,772

3,144

1,504

758

19,132

4,702

1,302

1,248

110

76

7,439

103

77

77

56

24

337

26,907

Aug

2023

9,716

3,759

3,027

1,463

748

18,714

4,606

1,297

1,193

110

77

7,282

103

78

73

55

23

332

26,328

Sep

2023

9,226

3,677

2,903

1,406

723

17,934

4,400

1,280

1,152

108

66

7,006

103

78

69

52

22

324

25,265

Oct

2023

8,931

3,610

2,796

1,372

703

17,412

4,302

1,277

1,108

110

52

6,848

102

78

67

50

21

318

24,578

Nov

2023

9,704

3,738

3,027

1,447

738

18,654

4,768

1,338

1,207

120

59

7,491

105

82

72

56

22

337

26,483

Dec

2023

10,181

3,844

3,156

1,498

753

19,432

5,110

1,385

1,266

124

63

7,949

109

86

72

58

23

347

27,727

Table 2.4: Aggregate Index Fund and Non-Index Fund Net Assets

($Billions)

This table excludes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c). Index fund indication drawn from Form N-CEN, Item C.3. Because funds can invest

a limited amount in other funds without being considered a fund of fund, there is some limited

amount of double-counting of assets.

Fund Type

Non-Index

Index

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Subtotal

Total

Jan

2023

5,771

3,091

2,372

1,532

831

13,597

7,675

1,999

1,818

107

99

11,698

25,295

Feb

2023

5,614

3,057

2,288

1,478

814

13,251

7,468

1,965

1,747

106

96

11,383

24,633

Mar

2023

5,686

3,075

2,347

1,491

824

13,424

7,612

2,036

1,792

112

98

11,649

25,073

Apr

2023

5,715

3,083

2,370

1,503

823

13,494

7,688

2,064

1,822

109

99

11,780

25,275

6

May

2023

5,685

3,056

2,303

1,468

815

13,327

7,675

2,059

1,773

111

98

11,715

25,042

Jun

2023

6,020

3,065

2,412

1,508

821

13,825

8,207

2,071

1,849

120

100

12,348

26,173

Jul

2023

6,204

3,088

2,486

1,533

824

14,134

8,529

2,089

1,930

125

101

12,773

26,907

Aug

2023

6,051

3,078

2,394

1,493

813

13,830

8,344

2,080

1,849

125

100

12,499

26,328

Sep

2023

5,745

3,019

2,290

1,439

785

13,278

7,950

2,041

1,786

111

98

11,987

25,265

Oct

2023

5,553

2,970

2,206

1,405

764

12,898

7,747

2,018

1,719

97

100

11,680

24,578

Nov

2023

6,033

3,070

2,389

1,480

805

13,776

8,512

2,111

1,868

107

109

12,707

26,483

Dec

2023

6,317

3,147

2,488

1,533

823

14,308

9,046

2,191

1,957

114

111

13,419

27,727

May 17, 2024

Analytics Office

Table 2.5: Aggregate Net Assets ($Billions), by Fund Type and Bucketed

by Net Assets

This table excludes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c). See the appendix for a review of interval notation used here.

Fund Size

$10 billion or more

[$500 million,$10 billion)

[$50 million,$500 million)

($0,$50 million)

Total

Fund Type

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Total

Jan

2023

11,315

***

***

16,349

6,229

1,575

229

8,033

610

179

78

866

28

18

1

47

25,295

Feb

2023

10,979

***

***

15,814

6,087

1,587

218

7,891

617

182

81

880

28

18

1

48

24,633

Mar

2023

11,243

4,952

25

16,220

6,127

1,590

221

7,938

608

181

78

868

28

18

1

48

25,073

Apr

2023

11,364

***

***

16,423

6,132

1,584

222

7,938

606

183

79

868

27

18

1

46

25,275

May

2023

11,248

***

***

16,286

6,047

1,570

217

7,834

611

184

80

876

28

18

1

48

25,042

Jun

2023

11,876

5,329

26

17,231

6,174

1,625

225

8,025

603

188

79

870

27

19

1

47

26,173

Jul

2023

12,249

***

***

17,837

6,259

1,669

232

8,159

598

190

77

866

26

18

1

45

26,907

Aug

2023

11,969

***

***

17,410

6,112

1,658

225

7,995

606

192

79

878

26

18

1

46

26,328

Sep

2023

11,370

5,188

28

16,586

5,928

1,609

215

7,751

610

190

80

880

27

19

1

47

25,265

Oct

2023

10,975

***

***

16,053

5,798

1,584

210

7,592

613

194

78

885

27

20

1

47

24,578

Nov

2023

12,023

***

***

17,647

6,002

1,685

228

7,914

604

192

79

875

26

20

1

47

26,483

Dec

2023

12,678

5,998

30

18,706

6,129

1,729

239

8,097

600

201

77

878

25

20

1

46

27,727

Table 2.6: Number of Funds, by Fund Type and Bucketed by Net Assets

This table excludes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c). See the appendix for a review of interval notation used here.

Fund Size

$10 billion or more

[$500 million,$10 billion)

[$50 million,$500 million)

($0,$50 million)

Total

Fund Type

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Mutual Fund

ETF

Closed-End Fund

Subtotal

Total

Jan

2023

294

***

***

427

2,844

649

185

3,678

2,820

938

346

4,104

1,408

1,060

49

2,517

10,726

Feb

2023

289

***

***

417

2,796

649

175

3,620

2,840

947

356

4,143

1,428

1,068

49

2,545

10,725

Mar

2023

291

128

2

421

2,806

657

179

3,642

2,822

949

350

4,121

1,424

1,079

51

2,554

10,738

Apr

2023

292

***

***

424

2,806

659

178

3,643

2,822

957

351

4,130

1,394

1,066

45

2,505

10,702

7

May

2023

289

***

***

420

2,769

653

173

3,595

2,824

972

357

4,153

1,429

1,072

46

2,547

10,715

Jun

2023

301

132

2

435

2,817

667

180

3,664

2,793

987

353

4,133

1,363

1,056

48

2,467

10,699

Jul

2023

307

***

***

445

2,846

684

183

3,713

2,779

1,007

346

4,132

1,330

1,033

45

2,408

10,698

Aug

2023

304

***

***

439

2,796

680

177

3,653

2,808

1,020

352

4,180

1,334

1,055

43

2,432

10,704

Sep

2023

294

132

2

428

2,740

676

170

3,586

2,826

1,012

358

4,196

1,369

1,118

49

2,536

10,746

Oct

2023

284

***

***

415

2,696

664

169

3,529

2,852

1,031

356

4,239

1,332

1,132

46

2,510

10,693

Nov

2023

304

***

***

442

2,758

701

176

3,635

2,806

1,045

350

4,201

1,258

1,112

43

2,413

10,691

Dec

2023

317

143

2

462

2,788

708

185

3,681

2,782

1,068

345

4,195

1,212

1,110

42

2,364

10,702

May 17, 2024

Analytics Office

Table 2.7: Distribution of Net Assets, by Fund Type ($Billions)

This exhibit includes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c).

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

10th

25th

50th

75th

90th

10th

25th

50th

75th

90th

10th

25th

50th

75th

90th

Jan

2023

0.018

0.080

0.344

1.232

4.097

0.005

0.022

0.109

0.598

3.301

0.049

0.117

0.267

0.579

1.273

Feb

2023

0.017

0.078

0.336

1.203

3.960

0.005

0.022

0.110

0.586

3.224

0.049

0.116

0.257

0.571

1.276

Mar

2023

0.017

0.078

0.338

1.207

4.040

0.005

0.022

0.111

0.584

3.278

0.047

0.115

0.259

0.570

1.293

Apr

2023

0.018

0.079

0.341

1.221

4.064

0.005

0.022

0.114

0.593

3.308

0.051

0.119

0.256

0.575

1.301

May

2023

0.016

0.076

0.331

1.192

4.045

0.005

0.022

0.111

0.575

3.231

0.050

0.114

0.254

0.566

1.290

Jun

2023

0.017

0.080

0.344

1.242

4.202

0.006

0.024

0.114

0.596

3.370

0.043

0.113

0.256

0.575

1.330

Jul

2023

0.018

0.082

0.349

1.273

4.307

0.006

0.025

0.119

0.618

3.511

0.044

0.114

0.263

0.586

1.363

Aug

2023

0.018

0.081

0.342

1.244

4.188

0.006

0.024

0.112

0.602

3.345

0.051

0.117

0.259

0.577

1.367

Sep

2023

0.017

0.077

0.330

1.195

4.047

0.005

0.022

0.107

0.565

3.147

0.047

0.108

0.246

0.565

1.310

Oct

2023

0.018

0.078

0.326

1.167

3.935

0.005

0.021

0.104

0.531

2.981

0.046

0.110

0.243

0.551

1.286

Nov

2023

0.020

0.085

0.348

1.245

4.167

0.005

0.023

0.107

0.580

3.268

0.048

0.117

0.259

0.596

1.357

Dec

2023

0.021

0.089

0.363

1.308

4.357

0.006

0.024

0.109

0.606

3.472

0.050

0.118

0.267

0.613

1.389

Table 2.8: Percent of Aggregate Net Assets Reported, by Fund Type and

Cumulative Percentile

This exhibit includes fund of funds and removes any observations with non-positive net assets (Form

N-PORT, Item B.1.c).

Fund Type

All Funds

Mutual Fund

ETF

Closed-End Fund

Percentile

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Jan

2023

53.15

68.25

79.76

92.18

49.61

64.86

76.88

90.64

***

75.66

87.22

96.42

21.03

32.80

47.27

70.52

Feb

2023

53.14

68.24

79.75

92.16

49.55

64.88

76.93

90.64

***

75.40

87.00

96.33

21.14

32.88

47.35

70.57

Mar

2023

53.49

68.55

80.00

92.29

49.89

65.22

77.17

90.76

57.87

75.76

87.27

96.39

***

33.23

47.71

70.77

Apr

2023

53.56

68.68

80.07

92.31

50.05

65.31

77.24

90.80

57.86

75.85

87.30

96.37

20.67

33.40

47.57

70.70

May

2023

53.84

68.92

80.27

92.41

50.26

65.55

77.45

90.91

58.22

76.12

87.46

96.42

20.67

33.43

47.66

70.91

8

Jun

2023

53.97

69.07

80.38

92.44

50.33

65.65

77.50

90.90

***

76.33

87.56

96.43

***

33.35

48.09

71.15

Jul

2023

54.09

69.18

80.46

92.48

50.48

65.75

77.60

90.94

58.73

76.26

87.52

96.41

20.63

33.43

47.80

71.33

Aug

2023

54.13

69.25

80.50

92.49

50.46

65.83

77.64

90.95

58.69

76.34

87.59

96.42

20.65

33.47

47.88

71.26

Sep

2023

54.15

69.30

80.53

92.52

50.44

65.79

77.62

90.94

***

76.55

87.71

96.47

***

33.81

48.42

71.60

Oct

2023

54.30

69.40

80.59

92.51

50.51

65.85

77.63

90.89

59.35

76.85

87.91

96.50

21.38

34.22

48.32

71.67

Nov

2023

54.49

69.61

80.74

92.60

50.66

66.01

77.77

90.94

59.79

76.99

88.02

96.57

20.85

33.90

48.34

71.58

Dec

2023

54.64

69.72

80.85

92.65

50.71

66.05

77.80

90.97

60.14

77.10

88.14

96.60

***

33.58

48.07

71.57

May 17, 2024

Analytics Office

3

Flows and Returns

3.1

Fund Flows

Table 3.1: Aggregate Inflows, Outflows, and Net Flows of Index and NonIndex Funds ($Billions)

This table excludes flows from fund of funds (Form N-PORT, Item B.6), index fund indication drawn

from Form N-CEN, Item C.3. Since both ETFs and Mutual Funds can be index funds, both contribute to

the rows in this table.

Fund Type

All

Index

Non-Index

Flow Type

Inflow

Net

Outflow

Inflow

Net

Outflow

Inflow

Net

Outflow

Jan

2023

628

17

-610

321

42

-279

307

-25

-332

Feb

2023

559

-1

-560

271

-1

-272

288

0

-288

Mar

2023

705

-28

-733

429

32

-396

276

-60

-336

Apr

2023

502

-8

-510

268

32

-236

234

-40

-274

May

2023

566

-24

-590

306

26

-280

260

-50

-309

Jun

2023

699

25

-674

426

61

-366

272

-36

-308

Jul

2023

619

26

-593

373

55

-319

246

-29

-275

Aug

2023

571

-33

-605

307

9

-299

264

-42

-306

Sep

2023

581

-20

-600

346

31

-315

234

-51

-285

Oct

2023

621

-47

-667

346

18

-328

275

-65

-340

Nov

2023

701

44

-656

401

90

-310

300

-46

-346

Dec

2023

861

33

-828

544

115

-429

317

-81

-399

Table 3.2: Aggregate Inflows, Outflows, and Net Flows of Index and NonIndex Funds (Percent of Net Assets)

This table excludes flows from fund of funds (Form N-PORT, Item B.6), index fund indication drawn

from Form N-CEN, Item C.3. Since both ETFs and Mutual Funds can be index funds, both contribute to

the rows in this table. Percentages are calculated using lagged net assets (Form N-PORT, Item

B.1.c.).

Fund Type

All

Index

Non-Index

Flow Type

Inflow

Net

Outflow

Inflow

Net

Outflow

Inflow

Net

Outflow

Jan

2023

2.67

0.07

-2.59

2.93

0.39

-2.54

2.44

-0.20

-2.64

Feb

2023

2.24

-0.00

-2.24

2.32

-0.00

-2.32

2.17

-0.00

-2.17

Mar

2023

2.90

-0.11

-3.01

3.77

0.28

-3.48

2.14

-0.47

-2.60

Apr

2023

2.03

-0.03

-2.06

2.30

0.28

-2.02

1.79

-0.31

-2.09

May

2023

2.27

-0.10

-2.36

2.60

0.22

-2.38

1.97

-0.38

-2.35

9

Jun

2023

2.83

0.10

-2.73

3.64

0.52

-3.12

2.10

-0.27

-2.37

Jul

2023

2.40

0.10

-2.30

3.02

0.44

-2.58

1.82

-0.22

-2.04

Aug

2023

2.15

-0.13

-2.28

2.41

0.07

-2.34

1.91

-0.30

-2.22

Sep

2023

2.23

-0.08

-2.31

2.77

0.25

-2.52

1.74

-0.38

-2.11

Oct

2023

2.49

-0.19

-2.68

2.88

0.15

-2.73

2.12

-0.50

-2.62

Nov

2023

2.89

0.18

-2.71

3.43

0.77

-2.66

2.38

-0.37

-2.75

Dec

2023

3.29

0.13

-3.17

4.28

0.90

-3.38

2.36

-0.61

-2.97

May 17, 2024

Analytics Office

Table 3.3: Aggregate Net Flows, by Prevalent Asset Class and Fund Type

($Billions)

This table excludes flows from fund of funds (Form N-PORT, Item B.6). Closed-End Funds generally do

not report flows and are therefore excluded.

Fund Type

ETF

Mutual Fund

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Subtotal

Municipal Bond

Multi-Asset

Taxable Bond

Global Equity

US Equity

Subtotal

Total

Jan

2023

1

28

21

0

-3

46

8

-2

16

-15

-35

-29

17

Feb

2023

-7

3

8

-1

0

3

2

-2

22

-3

-22

-4

-1

Mar

2023

3

26

0

0

1

31

-3

-8

-20

-5

-24

-59

-28

Apr

2023

11

16

3

1

0

31

-1

-7

-2

-11

-17

-39

-8

May

2023

16

14

5

1

-1

34

-2

-9

1

-6

-41

-58

-24

Jun

2023

43

16

11

1

1

72

0

-6

8

-6

-44

-47

25

Jul

2023

38

14

7

1

-1

59

1

-7

16

-7

-36

-33

26

Aug

2023

3

7

1

1

2

15

-2

-10

4

-4

-37

-48

-33

Sep

2023

27

10

1

1

1

39

-6

-9

-8

-6

-31

-59

-20

Oct

2023

22

13

-3

3

1

36

-10

-12

-17

-11

-33

-83

-47

Nov

2023

73

26

6

5

0

110

-4

-7

-7

-11

-37

-65

44

Dec

2023

88

21

19

2

-1

129

-2

-10

-13

-20

-52

-96

33

Table 3.4: Aggregate Net Flows, by Prevalent Asset Class and Fund Type

(Percent)

This table excludes flows from fund of funds (Form N-PORT, Item B.6). Closed-End Funds generally do

not report flows and are therefore excluded. Percentages are calculated using lagged net assets

(Form N-PORT, Item B.1.c.).

Fund Type

ETF

Mutual Fund

Total

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Subtotal

Municipal Bond

Taxable Bond

US Equity

Global Equity

Multi-Asset

Subtotal

Total

Jan

2023

0.02

2.35

1.98

-0.09

-5.67

0.73

1.03

0.45

-0.41

-0.55

-0.16

-0.17

0.07

Feb

2023

-0.18

0.20

0.70

-0.75

0.43

0.04

0.24

0.57

-0.24

-0.10

-0.16

-0.02

-0.00

Mar

2023

0.08

2.16

-0.00

0.46

1.82

0.47

-0.34

-0.54

-0.27

-0.16

-0.56

-0.33

-0.11

Apr

2023

0.26

1.29

0.30

0.62

-0.45

0.46

-0.11

-0.06

-0.19

-0.37

-0.49

-0.22

-0.03

10

May

2023

0.38

1.07

0.46

0.50

-2.04

0.50

-0.20

0.02

-0.45

-0.22

-0.64

-0.32

-0.10

Jun

2023

1.02

1.23

1.00

1.11

1.72

1.06

0.02

0.22

-0.48

-0.19

-0.41

-0.26

0.10

Jul

2023

0.84

1.06

0.57

1.16

-1.11

0.82

0.12

0.43

-0.38

-0.22

-0.48

-0.18

0.10

Aug

2023

0.07

0.52

0.11

0.93

3.15

0.20

-0.24

0.11

-0.37

-0.13

-0.64

-0.25

-0.13

Sep

2023

0.58

0.76

0.05

1.03

0.85

0.53

-0.74

-0.20

-0.32

-0.19

-0.61

-0.31

-0.08

Oct

2023

0.50

0.99

-0.24

2.70

1.11

0.51

-1.44

-0.45

-0.36

-0.38

-0.82

-0.46

-0.19

Nov

2023

1.69

2.06

0.56

4.35

-0.38

1.60

-0.56

-0.19

-0.41

-0.38

-0.49

-0.37

0.18

Dec

2023

1.84

1.59

1.58

1.44

-1.06

1.73

-0.23

-0.34

-0.54

-0.65

-0.67

-0.52

0.13

May 17, 2024

3.2

Analytics Office

Total Returns

Table 3.5: Median Total Return of Index and Non-Index Funds, by

Prevalent Asset Class (Percent)

This table relies on Form N-PORT Item B.5 and excludes fund of funds. Index fund indication is drawn

from Form N-CEN, Item C.3.

Fund Type

All

Index

Non-Index

Prevalent Asset Class

US Equity

Global Equity

Multi-Asset

Taxable Bond

Municipal Bond

US Equity

Multi-Asset

Global Equity

Taxable Bond

Municipal Bond

US Equity

Global Equity

Multi-Asset

Taxable Bond

Municipal Bond

Jan

2023

7.23

8.32

4.67

3.02

2.86

7.35

***

8.21

2.56

***

7.20

8.36

4.45

3.11

2.89

Feb

2023

-2.33

-3.48

-2.46

-1.61

-2.28

-2.44

-3.15

-3.57

-1.58

***

-2.26

-3.47

-2.38

-1.62

-2.28

Mar

2023

0.29

2.44

1.39

1.23

1.81

0.53

1.82

2.33

1.90

***

0.24

2.49

1.38

1.13

1.80

Apr

2023

0.52

1.26

0.79

0.58

-0.07

0.45

0.30

1.54

0.57

***

0.55

1.17

0.83

0.58

-0.06

May

2023

-1.47

-3.32

-1.00

-0.86

-0.76

-1.76

-1.44

-3.83

-0.95

***

-1.40

-3.15

-0.96

-0.84

-0.76

Jun

2023

6.68

4.45

3.38

0.32

0.79

6.79

6.40

4.47

-0.19

***

6.61

4.44

3.23

0.39

0.79

Jul

2023

3.36

3.43

2.05

0.56

0.23

3.58

4.23

4.07

0.31

***

3.23

3.19

1.94

0.62

0.23

Aug

2023

-2.27

-3.92

-1.62

-0.24

-1.16

-2.55

-3.33

-4.05

-0.02

***

-2.20

-3.79

-1.51

-0.30

-1.17

Sep

2023

-4.80

-3.84

-3.35

-1.41

-2.77

-4.97

-5.15

-3.44

-1.30

***

-4.72

-4.01

-3.21

-1.43

-2.78

Oct

2023

-3.24

-3.68

-2.08

-1.07

-1.45

-3.60

-4.02

-3.74

-0.85

***

-3.11

-3.64

-1.98

-1.13

-1.49

Nov

2023

8.67

8.42

6.02

3.96

6.14

9.11

***

8.44

3.40

***

8.45

8.41

5.85

4.03

6.20

Dec

2023

5.59

4.96

3.88

3.22

2.42

6.16

5.78

5.26

2.80

***

5.49

4.86

3.77

3.26

2.43

Table 3.6: Weighted-Average Total Return of Index and Non-Index Funds,

by Prevalent Asset Class (Percent)

This table relies on Form N-PORT Item B.5 and excludes fund of funds, index fund indication drawn

from Form N-CEN, Item C.3. Total returns are weighted by lagged fund net assets from Form N-PORT,

Item B.1.c.

Fund Type

All

Index

Non-Index

Prevalent Asset Class

US Equity

Global Equity

Multi-Asset

Taxable Bond

Municipal Bond

Multi-Asset

US Equity

Global Equity

Taxable Bond

Municipal Bond

US Equity

Global Equity

Multi-Asset

Taxable Bond

Municipal Bond

Jan

2023

6.84

8.32

4.76

2.79

2.87

***

6.85

8.38

2.65

***

6.83

8.26

4.27

2.87

2.90

Feb

2023

-2.46

-3.86

-2.79

-1.85

-2.24

-3.51

-2.44

-4.26

-2.05

***

-2.48

-3.55

-2.74

-1.73

-2.26

Mar

2023

1.91

2.68

1.89

1.69

1.73

5.59

2.10

2.71

2.23

***

1.66

2.66

1.62

1.35

1.69

Apr

2023

0.83

1.36

1.11

0.52

-0.04

-0.64

0.87

1.55

0.50

***

0.78

1.22

1.24

0.53

-0.02

11

May

2023

-0.08

-3.00

-1.11

-0.91

-0.72

4.53

-0.11

-3.44

-0.98

***

-0.04

-2.66

-1.52

-0.87

-0.72

Jun

2023

6.62

4.62

3.56

0.07

0.77

8.85

6.81

4.45

-0.26

***

6.36

4.75

3.17

0.30

0.77

Jul

2023

3.51

3.59

2.29

0.33

0.21

5.62

3.58

3.98

-0.01

***

3.41

3.29

2.02

0.56

0.22

Aug

2023

-2.05

-4.08

-1.80

-0.41

-1.15

-4.70

-2.07

-4.42

-0.46

***

-2.03

-3.81

-1.56

-0.37

-1.18

Sep

2023

-4.72

-3.79

-3.48

-1.80

-2.70

-7.75

-4.81

-3.33

-2.05

***

-4.60

-4.14

-3.12

-1.63

-2.74

Oct

2023

-2.88

-3.44

-2.16

-1.14

-1.36

-5.16

-2.83

-3.57

-1.13

***

-2.94

-3.34

-1.92

-1.15

-1.41

Nov

2023

9.11

8.37

6.54

3.68

5.90

***

9.26

8.37

3.82

***

8.91

8.37

6.15

3.58

5.96

Dec

2023

5.61

5.02

4.43

3.13

2.39

8.37

5.62

4.98

3.33

***

5.58

5.06

4.15

2.98

2.42

May 17, 2024

Analytics Office

4

Fund Portfolio Investments by Category

4.1

All Funds

Table 4.1: Aggregate Gross Value of Fund Investments by Investment

Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

Registered Fund

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Municipal Debt

STIV

Non US Sovereign Debt

Loan

Other Asset-Backed Security

Collateralized Obligation

Repurchase Agreement

Preferred Equity

Rate Derivative

Private Fund

Equity Derivative

Cash

Other Debt

FX Derivative

Structured Note

Other Types

Commodity

Commodity Derivative

Credit Derivative

Asset-Backed CP

Other Derivative

Total

Jan

2023

18,981

2,386

2,230

1,741

1,243

1,005

806

362

198

152

157

109

113

90

76

72

89

58

26

22

16

***

8

5

***

2

29,956

Feb

2023

18,407

2,313

2,168

1,740

1,199

982

800

349

194

154

157

123

108

94

77

63

88

55

31

22

16

***

6

4

***

2

29,161

Mar

2023

18,748

2,360

2,183

1,805

1,293

993

798

362

186

155

156

126

104

92

77

71

87

60

24

20

16

***

6

4

***

2

29,739

Apr

2023

18,911

2,389

2,198

1,797

1,272

995

832

367

186

156

156

122

103

87

78

68

88

65

24

20

16

***

7

4

***

2

29,951

May

2023

18,729

2,355

2,182

1,770

1,303

986

797

358

179

157

157

109

101

84

76

70

87

62

36

20

16

***

8

4

***

1

29,656

12

Jun

2023

19,862

2,443

2,195

1,777

1,301

994

773

368

182

158

159

120

103

90

78

77

84

58

25

21

16

***

6

5

***

1

30,904

Jul

2023

20,567

2,492

2,209

1,788

1,309

999

784

372

185

159

161

114

104

92

79

86

79

58

21

21

17

***

7

5

***

1

31,721

Aug

2023

20,002

2,441

2,192

1,791

1,316

985

768

365

185

163

162

106

100

85

79

74

74

56

25

21

17

***

6

4

***

1

31,031

Sep

2023

19,063

2,343

2,141

1,765

1,302

952

775

353

190

165

166

103

96

97

79

68

86

56

25

22

17

***

10

3

***

1

29,886

Oct

2023

18,475

2,270

2,096

1,742

1,307

931

746

347

186

171

165

97

92

105

79

70

84

50

19

21

16

***

5

3

***

1

29,090

Nov

2023

20,137

2,438

2,208

1,783

1,395

980

750

368

188

173

169

104

98

81

81

76

82

50

27

22

18

***

9

4

***

1

31,254

Dec

2023

21,241

2,545

2,263

1,840

1,425

1,002

733

379

191

173

172

104

102

97

82

82

81

50

25

22

17

***

6

5

***

1

32,650

May 17, 2024

Analytics Office

Table 4.2: Number of Funds Reporting Gross Value of Each Investment

Category, With an Aggregate Gross Value Exceeding Five

Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

Registered Fund

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Municipal Debt

STIV

Non US Sovereign Debt

Loan

Other Asset-Backed Security

Collateralized Obligation

Repurchase Agreement

Preferred Equity

Rate Derivative

Private Fund

Equity Derivative

Cash

Other Debt

FX Derivative

Structured Note

Other Types

Commodity

Commodity Derivative

Credit Derivative

Asset-Backed CP

Other Derivative

Total

Jan

2023

7,130

2,358

2,263

1,767

1,196

811

2,128

467

371

473

473

508

244

227

433

594

709

159

83

***

22

***

46

***

***

14

12,607

Feb

2023

7,125

2,337

2,257

1,762

1,197

812

2,174

474

374

479

478

532

245

231

445

561

665

166

88

24

18

***

44

***

***

15

12,601

Mar

2023

7,119

2,354

2,241

1,776

1,205

813

2,162

472

372

482

473

529

234

225

437

594

645

188

65

24

***

10

41

***

***

***

12,614

Apr

2023

7,096

2,353

2,232

1,780

1,194

806

2,126

459

373

487

467

508

231

211

445

576

617

200

80

23

17

***

47

***

***

12

12,588

May

2023

7,094

2,328

2,243

1,762

1,211

807

2,060

455

373

489

478

490

230

192

415

570

644

174

88

23

19

***

62

***

***

13

12,614

13

Jun

2023

7,100

2,327

2,246

1,761

1,209

801

2,009

452

378

489

479

491

225

192

416

558

591

173

72

24

***

10

47

***

***

***

12,595

Jul

2023

7,102

2,319

2,241

1,775

1,214

801

1,947

457

376

496

485

462

219

190

422

619

589

170

76

25

27

***

55

***

***

15

12,599

Aug

2023

7,107

2,301

2,242

1,801

1,220

799

1,883

452

381

499

493

473

232

177

422

580

557

160

79

25

22

***

39

10

***

13

12,595

Sep

2023

7,119

2,327

2,236

1,839

1,221

797

2,025

441

379

513

504

479

213

218

426

594

596

169

62

***

***

10

48

***

***

***

12,647

Oct

2023

7,084

2,283

2,237

1,810

1,230

793

2,035

431

379

521

506

482

212

228

434

587

565

147

74

23

23

***

34

***

***

14

12,601

Nov

2023

7,108

2,281

2,223

1,769

1,231

792

1,957

427

367

519

495

484

208

172

431

565

535

148

74

23

21

***

41

***

***

12

12,591

Dec

2023

7,120

2,252

2,222

1,787

1,229

791

1,800

422

364

500

493

471

206

203

392

535

539

165

77

***

***

11

47

***

***

***

12,596

May 17, 2024

4.2

Analytics Office

Mutual Funds3

Table 4.3: Aggregate Gross Value of Mutual Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

Registered Fund

Corporate Debt

Mortgage-Backed Security

US Treasury Debt

Municipal Debt

STIV

Non US Sovereign Debt

Other Types

Other Asset-Backed Security

Collateralized Obligation

Loan

Repurchase Agreement

Cash

Preferred Equity

Private Fund

Total

Jan

2023

13,530

2,338

1,712

1,101

1,206

808

636

279

230

145

142

143

86

72

62

23

22,513

Feb

2023

13,119

2,267

1,672

1,059

1,207

791

636

270

227

146

141

138

101

71

60

23

21,928

Mar

2023

13,368

2,313

1,687

1,146

1,236

800

628

281

227

147

140

131

103

65

58

22

22,354

Apr

2023

13,476

2,342

1,691

1,126

1,224

801

656

284

225

148

140

130

99

67

56

24

22,487

May

2023

13,331

2,308

1,679

1,155

1,197

793

624

277

231

148

140

125

88

66

55

23

22,240

Jun

2023

14,100

2,393

1,686

1,150

1,194

799

611

284

222

149

142

126

99

65

56

24

23,099

Jul

2023

14,545

2,440

1,693

1,157

1,206

802

617

286

226

149

143

128

93

62

56

24

23,626

Aug

2023

14,138

2,390

1,683

1,164

1,206

791

602

281

212

152

143

128

84

57

54

23

23,107

Sep

2023

13,454

2,294

1,646

1,151

1,174

762

610

272

222

154

145

130

81

66

51

23

22,235

Oct

2023

13,023

2,221

1,616

1,155

1,145

743

585

268

220

159

144

126

75

67

49

23

21,619

Nov

2023

14,124

2,383

1,690

1,233

1,171

777

589

281

205

160

147

126

85

63

52

23

23,108

Dec

2023

14,823

2,486

1,717

1,253

1,214

793

577

290

222

161

149

126

87

62

54

23

24,037

Table 4.4: Number of Mutual Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Mutual Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

Registered Fund

Corporate Debt

Mortgage-Backed Security

US Treasury Debt

Municipal Debt

STIV

Non US Sovereign Debt

Other Types

Other Asset-Backed Security

Collateralized Obligation

Loan

Repurchase Agreement

Cash

Preferred Equity

Private Fund

Total

Jan

2023

5,091

2,027

1,715

1,022

1,422

613

1,595

376

583

397

365

224

336

443

122

137

9,034

Feb

2023

5,074

2,010

1,714

1,025

1,420

614

1,610

382

575

401

369

227

358

414

122

138

9,021

Mar

2023

5,078

2,025

1,709

1,033

1,439

614

1,574

382

616

403

362

224

363

388

114

128

9,010

Apr

2023

5,053

2,031

1,701

1,021

1,439

609

1,569

369

614

406

356

224

351

382

112

141

8,987

May

2023

5,048

2,007

1,706

1,035

1,411

608

1,493

365

576

407

365

224

339

388

109

130

8,995

Jun

2023

5,043

2,008

1,701

1,034

1,411

604

1,452

362

558

410

366

226

336

353

105

124

8,955

Jul

2023

5,041

1,998

1,697

1,034

1,414

600

1,407

363

595

412

366

223

316

338

102

137

8,946

Aug

2023

5,028

1,981

1,697

1,036

1,429

599

1,375

363

529

411

369

229

327

324

111

140

8,917

Sep

2023

5,019

2,000

1,685

1,034

1,441

595

1,455

355

582

424

377

226

334

342

102

135

8,908

Oct

2023

5,003

1,941

1,684

1,040

1,386

593

1,449

346

522

426

382

225

329

306

98

135

8,834

Nov

2023

4,991

1,923

1,671

1,036

1,346

591

1,385

340

471

424

367

216

331

286

100

139

8,782

Dec

2023

4,979

1,896

1,663

1,029

1,363

589

1,260

337

519

406

364

212

332

276

97

112

8,750

3

“Mutual Funds” exclude ETFs. Please see Appendix 13.5 for a more detailed definition and definitions of other

capitalized terms used in this report.

14

May 17, 2024

4.3

Analytics Office

ETFs

Table 4.5: Aggregate Gross Value of ETF Investments by Investment

Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

US Treasury Debt

Corporate Debt

Mortgage-Backed Security

STIV

Municipal Debt

Non US Sovereign Debt

Other Types

Registered Fund

Preferred Equity

Loan

Cash

Collateralized Obligation

Other Asset-Backed Security

Repurchase Agreement

Total

Jan

2023

5,318

530

456

123

161

107

79

67

39

39

13

13

7

5

8

6,966

Feb

2023

5,160

528

437

121

156

104

75

65

38

38

12

13

8

5

8

6,766

Mar

2023

5,251

565

438

126

162

106

77

67

38

36

11

17

8

5

8

6,918

Apr

2023

5,306

569

449

127

167

107

79

67

39

36

11

17

8

5

9

6,995

May

2023

5,272

569

445

129

164

107

77

68

39

36

10

17

8

6

7

6,953

Jun

2023

5,631

578

451

132

152

109

80

75

41

37

11

15

9

6

7

7,332

Jul

2023

5,887

577

457

133

158

111

82

82

43

38

11

13

9

7

7

7,615

Aug

2023

5,733

581

451

133

157

110

80

76

43

36

11

12

10

7

7

7,448

Sep

2023

5,483

585

437

131

156

108

77

77

41

35

12

16

11

8

6

7,182

Oct

2023

5,331

592

423

132

149

109

76

72

41

34

12

14

11

8

8

7,011

Nov

2023

5,883

607

459

142

150

120

83

84

46

37

12

15

12

9

6

7,665

Dec

2023

6,284

621

484

151

145

123

86

84

50

38

14

14

13

9

4

8,121

Table 4.6: Number of ETFs Reporting Gross Value of Each Investment

Category, With an Aggregate Gross Value Exceeding Five

Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of ETFs, and not the sum of the preceding rows.

Investment Type

Common Equity

US Treasury Debt

Corporate Debt

Mortgage-Backed Security

STIV

Municipal Debt

Non US Sovereign Debt

Other Types

Registered Fund

Preferred Equity

Loan

Cash

Collateralized Obligation

Other Asset-Backed Security

Repurchase Agreement

Total

Jan

2023

1,857

302

333

101

424

71

58

585

283

53

24

204

37

45

110

2,921

Feb

2023

1,871

300

329

102

434

72

59

593

281

54

24

191

37

45

112

2,928

Mar

2023

1,868

296

322

101

462

74

58

586

281

53

24

203

39

45

***

2,952

Apr

2023

1,872

305

322

103

435

74

58

581

276

52

24

185

40

46

102

2,954

May

2023

1,873

312

325

105

444

76

57

586

274

52

24

200

42

46

***

2,970

15

Jun

2023

1,886

317

330

105

436

75

56

580

274

56

24

194

41

44

***

2,986

Jul

2023

1,887

332

332

109

414

79

60

611

273

54

23

185

48

48

***

3,005

Aug

2023

1,899

338

335

113

403

78

57

607

274

55

22

179

51

53

***

3,033

Sep

2023

1,918

360

342

115

443

80

54

619

281

51

22

201

53

55

***

3,088

Oct

2023

1,903

385

346

119

441

81

55

663

296

53

21

211

51

60

***

3,121

Nov

2023

1,934

385

348

124

439

82

57

642

311

54

20

195

54

60

***

3,165

Dec

2023

1,956

390

352

128

421

83

57

609

308

54

20

210

53

59

***

3,201

May 17, 2024

4.4

Analytics Office

Closed-End Funds4

Table 4.7: Aggregate Gross Value of Closed-End Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

Municipal Debt

Other Types

Corporate Debt

Loan

Mortgage-Backed Security

Repurchase Agreement

STIV

Preferred Equity

Collateralized Obligation

Registered Fund

US Treasury Debt

Cash

Other Asset-Backed Security

Non US Sovereign Debt

Total

Jan

2023

133

90

64

61

42

19

15

9

11

8

9

5

4

2

4

477

Feb

2023

128

87

64

60

43

19

14

9

11

8

8

5

4

3

4

466

Mar

2023

129

87

65

58

43

20

15

9

10

8

8

5

4

3

4

467

Apr

2023

129

87

64

58

45

20

14

9

11

8

8

5

4

3

4

469

May

2023

126

86

65

58

43

19

14

9

10

8

8

5

4

3

4

463

Jun

2023

131

87

66

58

45

19

14

9

10

9

8

5

4

3

4

473

Jul

2023

135

86

66

59

46

19

14

10

10

9

8

5

4

3

4

480

Aug

2023

131

85

67

58

46

20

15

10

10

9

9

5

4

3

4

476

Sep

2023

125

81

68

58

48

20

16

10

10

9

8

5

4

3

4

469

Oct

2023

121

79

67

57

48

20

14

12

9

9

8

5

4

3

4

459

Nov

2023

130

84

69

59

50

20

13

11

10

10

9

5

4

3

4

481

Dec

2023

133

86

70

62

51

21

13

11

10

10

9

5

5

3

3

493

Table 4.8: Number of Closed-End Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Closed-End Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

Municipal Debt

Other Types

Corporate Debt

Loan

Mortgage-Backed Security

Repurchase Agreement

STIV

Preferred Equity

Collateralized Obligation

Registered Fund

US Treasury Debt

Cash

Other Asset-Backed Security

Non US Sovereign Debt

Total

Jan

2023

236

128

162

224

123

75

62

111

69

71

48

52

62

31

35

652

Feb

2023

233

127

161

223

123

72

62

130

69

72

46

51

60

33

35

652

Mar

2023

227

126

166

219

124

73

55

127

67

72

48

50

54

34

34

652

Apr

2023

224

124

166

218

125

72

55

123

67

71

46

45

51

35

34

647

May

2023

227

124

165

221

125

73

52

124

69

71

47

48

57

36

35

649

Jun

2023

225

123

167

224

128

72

59

124

64

72

45

42

44

35

36

654

Jul

2023

228

123

164

221

130

73

56

127

63

71

48

38

66

36

36

648

Aug

2023

233

123

165

219

130

73

56

106

66

73

46

43

54

35

34

645

Sep

2023

235

123

172

218

131

74

55

127

60

74

***

47

53

34

34

651

Oct

2023

232

120

171

216

133

73

56

147

61

73

46

48

48

35

32

646

Nov

2023

237

120

165

213

131

73

53

134

54

74

47

47

55

35

32

644

Dec

2023

238

120

163

216

132

74

53

120

55

76

***

43

53

35

30

645

4

“Closed-End Funds” include interval funds and non-traded funds registered on Form N-2. Please see Appendix 13.5

for definitions of other capitalized terms used in this report.

16

May 17, 2024

4.5

Analytics Office

Non-Index Funds

Table 4.9: Aggregate Gross Value of Non-Index Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Index fund indication drawn from Form N-CEN, Item C.3.

Investment Type

Common Equity

Registered Fund

Corporate Debt

Mortgage-Backed Security

Municipal Debt

US Treasury Debt

STIV

Other Types

Loan

Other Asset-Backed Security

Collateralized Obligation

Non US Sovereign Debt

Repurchase Agreement

Cash

Preferred Equity

Total

Jan

2023

9,517

2,296

1,602

991

901

786

604

326

194

151

155

162

97

77

71

17,928

Feb

2023

9,223

2,226

1,566

951

881

785

607

323

190

152

155

158

112

75

69

17,472

Mar

2023

9,374

2,272

1,570

1,036

890

800

599

327

182

153

154

160

115

67

66

17,764

Apr

2023

9,436

2,299

1,574

1,015

891

788

628

327

183

154

154

161

109

68

64

17,850

May

2023

9,314

2,266

1,565

1,047

883

762

602

333

176

155

154

155

97

68

63

17,638

Jun

2023

9,831

2,348

1,569

1,043

889

761

586

328

178

156

157

159

108

67

63

18,244

Jul

2023

10,135

2,395

1,575

1,047

893

769

589

340

181

157

158

161

102

65

63

18,630

Aug

2023

9,839

2,346

1,566

1,056

880

770

577

323

181

161

159

158

94

62

61

18,232

Sep

2023

9,359

2,254

1,535

1,048

849

751

585

336

185

163

163

152

94

68

58

17,599

Oct

2023

9,049

2,183

1,510

1,057

827

731

566

333

181

169

162

146

85

71

56

17,126

Nov

2023

9,810

2,342

1,575

1,131

867

741

570

327

183

171

166

152

93

64

59

18,250

Dec

2023

10,285

2,442

1,598

1,149

886

768

555

345

185

171

169

157

97

63

61

18,931

Table 4.10: Number of Non-Index Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Index fund indication drawn from Form N-CEN, Item C.3. The “Total” row below indicates the number

of Non-Index Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

Registered Fund

Corporate Debt

Mortgage-Backed Security

Municipal Debt

US Treasury Debt

STIV

Other Types

Loan

Other Asset-Backed Security

Collateralized Obligation

Non US Sovereign Debt

Repurchase Agreement

Cash

Preferred Equity

Total

Jan

2023

5,280

2,176

2,034

1,131

771

1,535

1,753

1,080

368

470

473

420

290

590

205

10,060

Feb

2023

5,270

2,160

2,029

1,131

771

1,532

1,818

1,080

371

476

478

427

316

549

205

10,059

Mar

2023

5,272

2,177

2,017

1,139

770

1,547

1,793

1,091

369

479

473

426

301

515

194

10,068

Apr

2023

5,252

2,178

2,008

1,128

763

1,546

1,769

1,129

370

484

467

413

291

505

193

10,056

May

2023

5,254

2,152

2,018

1,145

763

1,535

1,709

1,092

370

487

478

410

275

532

192

10,082

17

Jun

2023

5,259

2,151

2,020

1,143

757

1,531

1,660

1,061

375

487

479

409

277

471

184

10,063

Jul

2023

5,262

2,146

2,015

1,148

758

1,544

1,634

1,118

373

495

485

412

258

478

179

10,069

Aug

2023

5,266

2,132

2,016

1,154

755

1,563

1,564

1,072

379

496

493

407

261

446

192

10,062

Sep

2023

5,274

2,159

2,011

1,155

753

1,587

1,681

1,125

377

510

504

400

272

479

177

10,101

Oct

2023

5,256

2,112

2,012

1,165

749

1,556

1,689

1,095

377

518

506

389

264

450

177

10,064

Nov

2023

5,295

2,106

2,004

1,167

750

1,530

1,618

1,044

365

517

495

386

269

425

171

10,073

Dec

2023

5,311

2,088

2,004

1,165

750

1,540

1,494

1,050

362

498

493

381

272

426

171

10,101

May 17, 2024

4.6

Analytics Office

Index Funds

Table 4.11: Aggregate Gross Value of Index Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Index fund indication drawn from Form N-CEN, Item C.3.

Investment Type

Common Equity

US Treasury Debt

Corporate Debt

Mortgage-Backed Security

Non US Sovereign Debt

STIV

Municipal Debt

Registered Fund

Other Types

Preferred Equity

Cash

Repurchase Agreement

Loan

Collateralized Obligation

Other Asset-Backed Security

Total

Jan

2023

9,464

955

628

252

200

202

104

90

58

42

12

12

***

***

2

12,027

Feb

2023

9,185

955

602

248

191

194

101

87

56

40

13

11

***

***

2

11,689

Mar

2023

9,375

1,006

613

257

202

200

103

89

55

38

20

10

***

***

2

11,975

Apr

2023

9,475

1,009

624

258

206

203

104

90

52

39

20

13

***

***

2

12,101

May

2023

9,415

1,008

618

256

202

195

103

89

54

38

20

12

3

2

2

12,018

Jun

2023

10,030

1,016

626

258

209

186

105

95

58

40

18

11

***

***

2

12,659

Jul

2023

10,431

1,019

634

262

212

196

106

97

58

41

14

12

***

***

2

13,091

Aug

2023

10,163

1,022

626

260

208

191

105

96

56

39

12

12

***

***

2

12,799

Sep

2023

9,703

1,014

606

254

201

190

103

90

53

38

18

9

***

***

2

12,288

Oct

2023

9,426

1,011

587

250

201

179

104

87

49

36

14

11

***

***

2

11,964

Nov

2023

10,327

1,042

633

264

215

180

113

96

55

39

18

11

***

***

2

13,004

Dec

2023

10,956

1,072

665

276

222

179

116

103

54

41

17

8

***

***

2

13,720

Table 4.12: Number of Index Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Index fund indication drawn from Form N-CEN, Item C.3. The “Total” row below indicates the number

of Index Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

US Treasury Debt

Corporate Debt

Mortgage-Backed Security

Non US Sovereign Debt

STIV

Municipal Debt

Registered Fund

Other Types

Preferred Equity

Cash

Repurchase Agreement

Loan

Collateralized Obligation

Other Asset-Backed Security

Total

Jan

2023

1,850

232

229

65

47

375

***

182

375

39

119

218

***

0

***

2,547

Feb

2023

1,855

230

228

66

47

356

41

177

373

40

116

216

***

0

***

2,542

Mar

2023

1,847

229

224

66

46

369

43

177

392

40

130

***

***

0

***

2,546

Apr

2023

1,844

234

224

66

46

357

43

175

361

38

112

217

***

0

***

2,532

May

2023

1,840

227

225

66

45

351

44

176

351

38

112

215

***

0

***

2,532

18

Jun

2023

1,841

230

226

66

43

349

44

176

356

41

120

***

***

0

***

2,532

Jul

2023

1,840

231

226

66

45

313

43

173

375

40

111

204

***

0

***

2,530

Aug

2023

1,841

238

226

66

45

319

44

169

355

40

111

212

***

0

***

2,533

Sep

2023

1,845

252

225

66

41

344

44

168

368

36

117

***

***

0

***

2,546

Oct

2023

1,828

254

225

65

42

346

44

171

381

35

115

218

***

0

***

2,537

Nov

2023

1,813

239

219

64

41

339

42

175

358

37

110

215

***

0

***

2,518

Dec

2023

1,809

247

218

64

41

306

41

164

339

35

113

***

***

0

***

2,495

May 17, 2024

4.7

Analytics Office

US Equity Funds

Table 4.13: Aggregate Gross Value of US Equity Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

STIV

Other Types

Preferred Equity

Registered Fund

Cash

Repurchase Agreement

US Treasury Debt

Corporate Debt

Loan

Total

Jan

2023

13,912

262

65

50

27

18

***

8

6

***

14,366

Feb

2023

13,528

250

62

49

24

20

17

7

6

0

13,965

Mar

2023

13,770

251

66

48

24

21

16

7

***

***

14,208

Apr

2023

13,874

255

68

47

25

21

***

6

6

***

14,318

May

2023

13,831

241

71

46

24

20

***

6

6

***

14,260

Jun

2023

14,730

245

72

46

26

24

17

5

***

***

15,171

Jul

2023

15,258

245

79

46

24

19

***

5

6

***

15,698

Aug

2023

14,899

231

74

45

27

19

***

5

6

***

15,323

Sep

2023

14,179

238

72

43

24

23

14

6

***

***

14,606

Oct

2023

13,772

227

74

42

23

27

13

5

6

1

14,190

Nov

2023

15,047

235

79

44

24

21

15

6

6

1

15,480

Dec

2023

15,907

231

85

46

26

20

16

7

***

***

16,345

Table 4.14: Number of US Equity Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of US Equity Funds, and not the sum of the preceding rows.

Investment Type

Common Equity

STIV

Other Types

Preferred Equity

Registered Fund

Cash

Repurchase Agreement

US Treasury Debt

Corporate Debt

Loan

Total

Jan

2023

4,131

480

434

58

96

147

87

71

31

***

4,348

Feb

2023

4,133

492

424

58

100

143

90

72

36

***

4,355

Mar

2023

4,135

478

455

59

109

141

95

78

35

3

4,367

Apr

2023

4,122

476

458

55

113

150

77

73

36

***

4,358

May

2023

4,124

488

436

56

98

140

85

72

41

***

4,351

19

Jun

2023

4,132

465

426

51

104

122

85

74

39

3

4,360

Jul

2023

4,132

411

449

47

97

121

68

71

38

***

4,363

Aug

2023

4,142

404

438

54

99

124

78

72

34

***

4,380

Sep

2023

4,158

439

462

50

121

136

77

78

34

3

4,406

Oct

2023

4,151

466

451

52

97

129

83

57

38

***

4,378

Nov

2023

4,160

420

433

50

89

120

81

47

33

***

4,389

Dec

2023

4,174

377

445

50

87

114

***

48

32

1

4,405

May 17, 2024

4.8

Analytics Office

Taxable Bond Funds

Table 4.15: Aggregate Gross Value of Taxable Bond Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Non US Sovereign Debt

Other Types

STIV

Loan

Other Asset-Backed Security

Collateralized Obligation

Repurchase Agreement

Total

Jan

2023

1,960

1,564

1,133

341

287

289

182

138

142

78

6,114

Feb

2023

1,904

1,572

1,096

328

285

294

179

139

142

90

6,030

Mar

2023

1,917

1,635

1,181

342

277

274

170

140

142

94

6,172

Apr

2023

1,932

1,632

1,161

347

276

301

171

141

141

88

6,190

May

2023

1,918

1,612

1,192

339

280

295

163

142

142

79

6,161

Jun

2023

1,928

1,620

1,194

348

278

267

166

143

144

86

6,174

Jul

2023

1,940

1,629

1,201

352

278

278

169

144

145

84

6,220

Aug

2023

1,923

1,624

1,208

346

262

284

169

147

146

76

6,185

Sep

2023

1,881

1,597

1,192

335

281

281

173

149

149

76

6,113

Oct

2023

1,841

1,582

1,194

330

268

275

169

155

148

70

6,033

Nov

2023

1,937

1,625

1,270

350

264

268

172

157

152

76

6,270

Dec

2023

1,989

1,675

1,308

361

280

255

174

158

154

76

6,431

Table 4.16: Number of Taxable Bond Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Taxable Bond Funds, and not the sum of the preceding

rows.

Investment Type

Corporate Debt

US Treasury Debt

Mortgage-Backed Security

Non US Sovereign Debt

Other Types

STIV

Loan

Other Asset-Backed Security

Collateralized Obligation

Repurchase Agreement

Total

Jan

2023

1,825

1,281

1,016

410

817

761

328

455

448

296

2,614

Feb

2023

1,816

1,273

1,018

416

796

753

329

460

452

307

2,607

Mar

2023

1,806

1,270

1,021

410

806

726

331

463

447

302

2,611

Apr

2023

1,801

1,268

1,014

398

803

730

331

468

442

298

2,611

May

2023

1,813

1,263

1,028

395

806

695

332

472

452

277

2,626

20

Jun

2023

1,813

1,273

1,031

393

798

687

339

473

453

297

2,638

Jul

2023

1,811

1,281

1,034

396

812

710

332

482

458

292

2,629

Aug

2023

1,808

1,304

1,035

395

763

666

335

485

463

287

2,627

Sep

2023

1,805

1,332

1,039

385

811

696

333

495

471

296

2,645

Oct

2023

1,803

1,345

1,047

376

807

688

333

504

473

290

2,651

Nov

2023

1,798

1,333

1,050

374

783

722

324

503

463

296

2,658

Dec

2023

1,798

1,352

1,053

373

796

665

320

486

464

297

2,652

May 17, 2024

4.9

Analytics Office

Multi-Asset Funds

Table 4.17: Aggregate Gross Value of Multi-Asset Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Registered Fund

Common Equity

Corporate Debt

Other Types

US Treasury Debt

STIV

Mortgage-Backed Security

Loan

Non US Sovereign Debt

Preferred Equity

Total

Jan

2023

2,326

988

258

207

165

143

110

16

18

17

4,247

Feb

2023

2,258

957

253

201

158

136

102

15

17

16

4,114

Mar

2023

2,304

965

255

206

161

141

111

15

17

15

4,189

Apr

2023

2,330

973

255

198

156

145

111

15

16

14

4,214

May

2023

2,298

952

253

198

150

141

111

15

16

14

4,147

Jun

2023

2,384

996

257

203

149

138

106

15

16

13

4,277

Jul

2023

2,437

1,015

258

205

151

142

107

15

16

13

4,360

Aug

2023

2,382

983

256

201

158

134

108

15

16

13

4,266

Sep

2023

2,287

934

249

198

158

128

110

16

15

12

4,107

Oct

2023

2,216

897

243

197

151

128

112

16

14

12

3,984

Nov

2023

2,382

951

256

198

147

136

124

15

15

12

4,237

Dec

2023

2,487

996

261

203

153

137

117

16

15

12

4,397

Table 4.18: Number of Multi-Asset Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Multi-Asset Funds, and not the sum of the preceding

rows.

Investment Type

Registered Fund

Common Equity

Corporate Debt

Other Types

US Treasury Debt

STIV

Mortgage-Backed Security

Loan

Non US Sovereign Debt

Preferred Equity

Total

Jan

2023

2,105

782

387

686

387

622

176

40

50

57

2,765

Feb

2023

2,091

780

385

695

389

634

175

42

50

55

2,756

Mar

2023

2,087

777

382

687

409

637

178

38

54

50

2,754

Apr

2023

2,089

763

379

659

416

593

175

39

51

50

2,738

May

2023

2,084

750

371

676

404

593

178

38

50

49

2,753

21

Jun

2023

2,077

746

376

636

394

555

173

36

52

48

2,710

Jul

2023

2,084

748

376

635

394

546

176

41

54

48

2,721

Aug

2023

2,067

741

381

629

399

535

183

43

51

48

2,699

Sep

2023

2,060

725

380

626

403

593

180

43

52

47

2,702

Oct

2023

2,042

717

379

602

382

601

180

43

51

47

2,692

Nov

2023

2,049

720

376

586

362

583

178

41

49

50

2,662

Dec

2023

2,028

718

375

562

362

532

172

43

46

48

2,651

May 17, 2024

4.10

Analytics Office

Global Equity Funds

Table 4.19: Aggregate Gross Value of Global Equity Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Common Equity

STIV

Other Types

Preferred Equity

Cash

Total

Jan

2023

4,058

101

41

30

13

4,243

Feb

2023

3,900

110

41

28

12

4,091

Mar

2023

3,992

123

43

28

13

4,199

Apr

2023

4,042

120

44

28

20

4,254

May

2023

3,925

110

42

28

20

4,126

Jun

2023

4,113

112

42

31

14

4,312

Jul

2023

4,270

109

40

32

14

4,466

Aug

2023

4,096

110

44

30

14

4,294

Sep

2023

3,925

120

41

29

15

4,130

Oct

2023

3,784

105

41

27

14

3,972

Nov

2023

4,115

104

43

30

17

4,310

Dec

2023

4,313

102

40

32

12

4,498

Table 4.20: Number of Global Equity Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Global Equity Funds, and not the sum of the preceding

rows.

Investment Type

Common Equity

STIV

Other Types

Preferred Equity

Cash

Total

Jan

2023

2,133

215

162

62

78

2,144

Feb

2023

2,132

238

171

64

52

2,141

Mar

2023

2,128

265

176

59

62

2,139

Apr

2023

2,128

269

177

59

62

2,137

May

2023

2,132

235

161

59

62

2,140

22

Jun

2023

2,136

245

148

64

56

2,144

Jul

2023

2,132

207

144

62

57

2,142

Aug

2023

2,134

216

151

66

47

2,145

Sep

2023

2,142

251

155

58

54

2,152

Oct

2023

2,131

219

149

58

54

2,141

Nov

2023

2,132

195

143

59

42

2,142

Dec

2023

2,136

196

132

58

37

2,148

May 17, 2024

4.11

Analytics Office

Municipal Bond Funds

Table 4.21: Aggregate Gross Value of Municipal Bond Fund Investments by

Investment Category ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f).

Investment Type

Municipal Debt

Other Types

STIV

Cash

Corporate Debt

Total

Jan

2023

954

14

11

5

2

987

Feb

2023

933

13

10

3

2

962

Mar

2023

943

13

9

2

2

971

Apr

2023

945

13

10

2

2

974

May

2023

937

11

9

2

2

962

Jun

2023

944

11

9

3

2

970

Jul

2023

950

11

11

2

2

977

Aug

2023

939

11

10

2

2

963

Sep

2023

907

11

8

2

2

930

Oct

2023

888

10

10

2

2

911

Nov

2023

936

10

8

2

2

959

Dec

2023

955

11

8

3

2

979

Table 4.22: Number of Municipal Bond Funds Reporting Gross Value of Each

Investment Category, With an Aggregate Gross Value Exceeding

Five Percent of Net Assets

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) by asset

type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b), adjusted for consensus —

see the appendix for more details. Includes cash and cash equivalents (Form N-PORT, Item B.2.f). The

“Total” row below indicates the number of Municipal Bond Funds, and not the sum of the preceding

rows.

Investment Type

Municipal Debt

Other Types

STIV

Cash

Corporate Debt

Total

Jan

2023

736

43

50

20

11

736

Feb

2023

742

44

57

17

12

742

Mar

2023

743

34

56

***

***

743

Apr

2023

741

41

58

7

***

744

May

2023

744

38

49

12

***

744

23

Jun

2023

741

38

57

15

***

743

Jul

2023

743

42

73

11

***

744

Aug

2023

744

43

62

9

***

744

Sep

2023

742

41

46

***

***

742

Oct

2023

738

44

61

11

***

739

Nov

2023

740

43

37

10

***

740

Dec

2023

740

41

30

***

***

740

May 17, 2024

5

Analytics Office

Fund Portfolio Investments by Currency5

Table 5.1: Aggregate Gross Value of Fund Investments, by Fund Type and

Currency ($Billions)

This table includes holdings reported by fund of funds and relies upon value reported (Form N-PORT,

Item C.2.c) by currency code (Form N-PORT, Item C.2.b). This table does not reflect the notional

value of derivatives but uses the value reported in Item C.2.c. Reported currency codes with a value

of “N/A” are aggregated with the “Other” category. Currency codes are reported pursuant to the

International Organization for Standardization (ISO) 4217 standard. Currency code mappings presented

below are derived from ISO 4217 mappings as of January 1, 2024.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Currency

USD - US Dollar

EUR - Euro

JPY - Yen

GBP - Pound Sterling

CAD - Canadian Dollar

CHF - Swiss Franc

INR - Indian Rupee

HKD - Hong Kong Dollar

TWD - New Taiwan Dollar

KRW - Won

Other

Subtotal

USD - US Dollar

EUR - Euro

JPY - Yen

GBP - Pound Sterling

HKD - Hong Kong Dollar

INR - Indian Rupee

CHF - Swiss Franc

CAD - Canadian Dollar

TWD - New Taiwan Dollar

KRW - Won

Other

Subtotal

USD - US Dollar

EUR - Euro

GBP - Pound Sterling

CAD - Canadian Dollar

JPY - Yen

INR - Indian Rupee

CHF - Swiss Franc

HKD - Hong Kong Dollar

TWD - New Taiwan Dollar

KRW - Won

Other

Subtotal

Total

Jan

2023

19,475

861

367

349

186

170

119

209

95

89

522

22,441

5,820

236

164

103

113

48

57

59

51

40

262

6,953

435

18

5

3

2

1

1

1

0

1

6

473

29,867

Feb

2023

18,999

850

352

341

176

160

114

186

93

83

504

21,858

5,660

236

159

103

101

45

56

56

50

38

250

6,753

424

17

5

2

2

1

1

1

0

0

6

462

29,073

Mar

2023

19,367

875

364

344

175

164

117

192

98

86

507

22,289

5,781

244

164

102

106

46

58

57

52

39

252

6,900

424

18

5

2

2

1

1

1

1

0

6

463

29,652

Apr

2023

19,457

893

359

360

180

172

123

187

92

84

515

22,420

5,838

252

166

107

103

48

61

59

50

38

256

6,979

425

19

6

2

2

1

1

1

0

0

6

464

29,863

May

2023

19,313

845

361

340

170

164

125

167

100

90

500

22,174

5,828

240

170

101

93

50

59

56

54

40

245

6,936

420

18

6

2

2

1

1

1

1

0

6

459

29,569

Jun

2023

20,064

886

374

353

177

168

132

175

102

92

510

23,033

6,163

252

180

103

98

53

60

58

54

41

255

7,317

429

18

6

2

2

1

1

1

1

0

6

469

30,819

Jul

2023

20,511

906

381

366

183

171

137

187

100

96

525

23,564

6,396

259

187

108

107

56

63

60

55

44

268

7,602

435

19

6

2

2

1

1

1

1

0

6

476

31,642

Aug

2023

20,122

867

373

352

179

165

134

167

96

90

505

23,050

6,280

249

184

103

96

56

61

59

52

41

254

7,435

433

18

6

2

2

1

1

1

1

0

6

472

30,957

Sep

2023

19,364

813

357

345

175

154

135

157

93

87

490

22,170

6,050

235

179

102

92

58

57

57

51

39

247

7,167

427

18

6

2

2

1

1

1

1

0

6

464

29,801

Oct

2023

18,848

788

345

332

165

147

130

151

91

83

470

21,552

5,921

228

174

99

87

56

55

55

49

37

237

6,998

419

17

5

2

2

1

1

1

1

0

5

456

29,006

Nov

2023

20,132

863

370

356

175

157

137

151

103

95

507

23,046

6,479

253

187

106

87

61

60

60

55

43

257

7,649

438

19

6

2

2

1

1

1

1

0

6

477

31,172

Dec

2023

20,930

894

387

372

182

166

148

147

109

100

539

23,975

6,878

264

196

111

86

68

64

64

58

45

272

8,107

448

19

6

2

2

1

1

1

1

0

6

488

32,570

5

Per N-PORT General Instruction G, N-PORT filers must report applicable three-letter alphabetic currency codes

pursuant to the International Organization for Standardization (ISO) 4217 standard. Please refer to the ISO for additional

information on currency code definitions and mappings.

24

May 17, 2024

6

Analytics Office

Fund Portfolio Investments by Country6

Table 6.1: Aggregate Gross Value of Fund Investments, by Fund Type and

Country of Investment ($Billions)

This table includes holdings reported by fund of funds, relies upon value reported (Form N-PORT,

Item C.2.c) and aggregates by country of investment (Form N-PORT, Item C.5.a), adjusted for

consensus — see the appendix for more details. Reported country codes with a value of “N/A” are

aggregated with the “Other” category.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Country

United States of America

United Kingdom

Japan

Canada

France

Switzerland

Netherlands

Ireland

Germany

Cayman Islands

Other

Subtotal

United States of America

Japan

United Kingdom

Canada

France

Switzerland

Ireland

Germany

Netherlands

Cayman Islands

Other

Subtotal

United States of America

Cayman Islands

United Kingdom

Canada

France

Netherlands

Germany

Japan

Switzerland

Ireland

Other

Subtotal

Total

Jan

2023

18,204

480

399

343

308

255

234

202

194

205

1,617

22,441

5,519

176

124

102

79

74

60

61

52

59

649

6,953

384

18

9

8

6

3

2

2

3

2

35

473

29,867

Feb

2023

17,762

473

383

327

306

241

228

199

189

191

1,559

21,858

5,372

170

122

96

79

72

58

60

51

53

620

6,753

376

17

9

8

6

3

2

2

3

2

34

462

29,073

Mar

2023

18,126

471

395

329

316

242

237

203

198

195

1,577

22,289

5,496

176

121

98

81

73

59

63

53

56

627

6,900

376

17

9

8

6

3

2

2

2

2

35

463

29,652

Apr

2023

18,219

488

390

340

329

254

227

206

202

185

1,580

22,420

5,551

178

126

99

85

77

60

65

52

52

635

6,979

376

17

10

8

6

3

3

2

2

2

35

464

29,863

May

2023

18,100

463

391

325

306

243

230

204

188

178

1,548

22,174

5,545

181

119

95

80

75

60

61

52

48

619

6,936

372

17

10

7

6

3

3

2

2

2

34

459

29,569

Jun

2023

18,804

476

405

339

323

249

242

217

196

182

1,600

23,033

5,865

192

122

100

84

76

65

64

56

51

644

7,317

380

17

10

8

6

3

3

2

2

2

35

469

30,819

Jul

2023

19,223

491

412

350

329

256

249

219

201

190

1,644

23,564

6,085

198

127

102

86

79

67

66

59

58

675

7,602

386

18

10

7

6

3

3

2

2

2

36

476

31,642

Aug

2023

18,864

475

403

342

320

246

230

218

194

181

1,576

23,050

5,976

196

123

99

84

76

67

63

55

53

644

7,435

384

18

10

7

6

3

3

2

2

2

35

472

30,957

Sep

2023

18,127

468

386

332

302

236

215

209

182

181

1,532

22,170

5,752

190

122

95

79

73

63

59

52

50

631

7,167

377

18

10

7

6

3

2

2

2

2

34

464

29,801

Oct

2023

17,659

454

372

314

293

227

206

200

174

175

1,478

21,552

5,636

185

118

92

77

71

61

57

50

48

602

6,998

371

18

10

7

5

3

2

2

2

2

33

456

29,006

Nov

2023

18,873

476

398

338

315

244

229

219

190

177

1,588

23,046

6,165

198

125

101

84

79

68

63

57

51

657

7,649

388

19

10

8

6

3

3

2

2

2

35

477

31,172

Dec

2023

19,642

492

414

352

325

254

240

228

197

177

1,654

23,975

6,549

207

131

106

87

84

74

66

60

51

692

8,107

396

20

10

8

6

3

3

2

2

2

35

488

32,570

6

Per the N-PORT instructions to Item C.5.a. and C.5.b., filers must report country codes pursuant to the International

Organization for Standardization (ISO) standard. Please refer to the ISO for additional information on country code

definitions and mappings.

25

May 17, 2024

Analytics Office

Table 6.2: Aggregate Gross Value of Fund Investments, by Fund Type and

Country of Risk ($Billions)

This table includes holdings reported by fund of funds, relies upon value reported (Form N-PORT,

Item C.2.c) and aggregates by country of risk (Form N-PORT, Item C.5.b), adjusted for consensus —

see the appendix for more details. Reported country codes with a value of “N/A” are aggregated

with the “Other” category.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Country

United States of America

United Kingdom

Japan

Canada

France

Germany

Netherlands

Switzerland

Ireland

Cayman Islands

Other

Subtotal

United States of America

Japan

United Kingdom

Canada

France

Germany

Switzerland

Netherlands

Ireland

Cayman Islands

Other

Subtotal

United States of America

Cayman Islands

United Kingdom

Canada

France

Germany

Netherlands

Japan

Switzerland

Ireland

Other

Subtotal

Total

Jan

2023

18,459

474

403

321

322

212

174

172

69

71

1,763

22,441

5,604

177

119

97

78

65

47

41

19

5

703

6,953

389

12

9

8

6

3

3

2

2

1

38

473

29,867

Feb

2023

18,014

470

388

305

316

206

169

164

68

71

1,687

21,858

5,458

171

119

92

75

64

46

41

18

5

666

6,753

381

12

9

7

6

3

3

2

2

1

37

462

29,073

Mar

2023

18,423

426

401

306

321

216

175

165

70

71

1,715

22,289

5,594

177

105

92

76

66

46

42

18

5

678

6,900

382

12

9

7

6

3

3

2

2

1

37

463

29,652

Apr

2023

18,524

441

395

315

334

220

170

173

69

70

1,709

22,420

5,653

179

110

94

80

69

49

41

19

5

680

6,979

381

12

9

7

6

3

3

2

2

1

37

464

29,863

26

May

2023

18,403

420

396

302

309

205

173

166

70

69

1,660

22,174

5,645

182

104

91

75

65

47

42

19

5

660

6,936

377

12

9

7

6

3

3

2

2

1

36

459

29,569

Jun

2023

19,133

430

410

315

326

212

181

170

72

69

1,716

23,033

5,975

193

106

95

79

67

48

44

20

5

686

7,317

385

13

9

7

6

3

3

2

2

1

37

469

30,819

Jul

2023

19,555

443

417

324

331

217

187

175

73

67

1,774

23,564

6,198

199

111

97

81

70

50

45

20

6

725

7,602

392

13

10

7

6

3

3

2

2

1

37

476

31,642

Aug

2023

19,191

428

408

318

322

212

171

170

73

67

1,688

23,050

6,087

197

106

94

79

67

48

42

21

6

687

7,435

390

13

9

7

6

3

3

2

2

1

36

472

30,957

Sep

2023

18,449

419

391

309

304

199

161

162

66

68

1,640

22,170

5,859

191

105

91

74

64

47

40

18

6

671

7,167

384

13

9

7

6

3

3

2

2

1

35

464

29,801

Oct

2023

17,965

404

377

296

298

191

159

155

63

67

1,578

21,552

5,740

186

101

88

73

61

45

40

17

6

640

6,998

377

13

9

6

5

3

3

2

2

1

34

456

29,006

Nov

2023

19,196

425

402

320

320

211

175

167

69

67

1,695

23,046

6,279

199

108

96

79

68

50

44

19

7

701

7,649

394

13

10

7

6

3

3

2

2

1

36

477

31,172

Dec

2023

19,981

440

419

333

329

217

183

176

73

67

1,758

23,975

6,673

208

113

101

82

71

54

47

20

7

732

8,107

402

15

10

8

6

3

3

2

2

1

36

488

32,570

May 17, 2024

Analytics Office

Fund Derivative Investments7

7

Table 7.1: Aggregate Notional of Fund Investments in Derivatives, by

Fund Type and Derivative Type ($Billions)

Relies on Form N-PORT, Item C.4 and Item C.11.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Derivative Type

Interest Rate Future

Interest Rate Swap

Foreign Exchange Forward

Equity Option

Credit Swap

Equity Future

Other

Interest Rate Swaption

Equity Swap

Foreign Exchange Option

Commodity Future

Subtotal

Equity Swap

Equity Option

Foreign Exchange Forward

Interest Rate Future

Equity Future

Commodity Future

Other

Interest Rate Swap

Credit Swap

Interest Rate Swaption

Foreign Exchange Option

Subtotal

Equity Option

Interest Rate Swap

Foreign Exchange Forward

Interest Rate Future

Foreign Exchange Option

Interest Rate Swaption

Credit Swap

Equity Swap

Other

Equity Future

Commodity Future

Subtotal

Total

Jan

2023

943.7

645.4

731.1

190.2

180.1

143.1

231.6

186.7

66.3

50.8

35.4

3,404.3

140.6

77.5

104.2

13.5

17.0

11.3

6.6

4.5

1.1

***

***

378.7

28.3

29.1

18.3

10.2

***

***

2.5

2.2

1.2

***

***

102.3

3,885.4

Feb

2023

1,033.1

712.9

755.6

184.9

175.9

145.1

341.3

159.9

65.1

52.7

35.0

3,661.5

138.6

78.7

103.9

13.2

18.4

11.0

6.7

4.0

1.2

***

***

378.8

30.2

29.6

20.4

9.7

***

***

2.4

2.3

1.1

***

***

106.6

4,146.9

Mar

2023

1,003.3

779.3

767.2

181.1

183.5

137.5

308.2

118.4

65.8

42.3

33.5

3,620.0

146.4

87.7

99.7

17.8

19.5

10.4

6.6

3.3

1.0

***

***

394.4

31.7

29.0

19.8

9.0

***

3.5

2.3

***

1.1

***

***

106.6

4,121.0

Apr

2023

1,085.4

847.9

753.2

182.0

190.5

142.8

278.4

103.2

64.6

40.5

34.3

3,722.8

146.6

93.1

105.6

17.4

19.9

10.7

6.4

3.4

1.0

***

***

406.3

32.3

39.4

18.8

8.5

***

***

2.4

2.1

1.1

***

***

116.3

4,245.3

May

2023

1,128.9

975.4

799.3

186.3

195.2

143.0

168.9

94.7

64.5

44.5

35.7

3,836.5

154.9

100.7

109.7

16.5

19.2

10.0

5.6

3.3

0.9

***

***

423.2

38.7

42.1

21.2

8.1

***

***

2.4

2.3

1.5

***

***

131.8

4,391.4

Jun

2023

1,120.4

983.6

747.3

192.1

185.1

152.3

107.1

88.4

65.2

32.7

31.5

3,705.5

169.7

109.2

108.2

17.5

18.4

9.8

5.6

3.1

0.8

***

***

444.5

39.2

41.3

19.8

7.8

***

4.4

2.5

***

1.6

***

***

126.8

4,276.8

Jul

2023

1,095.2

995.4

786.1

197.3

177.4

153.7

110.6

125.1

66.8

35.3

35.1

3,777.8

178.1

111.1

112.4

19.5

18.2

9.9

6.0

3.2

1.4

***

***

462.2

42.6

39.2

19.9

8.0

***

***

2.6

2.4

1.5

***

***

128.4

4,368.4

Aug

2023

1,099.7

961.4

797.0

202.4

168.6

145.3

109.2

133.5

64.9

49.0

38.6

3,769.5

173.3

115.6

117.6

19.5

19.2

10.5

6.1

3.4

1.3

***

***

468.5

42.7

37.8

21.6

7.9

7.0

***

2.7

2.4

1.5

0.5

***

129.1

4,367.2

Sep

2023

1,166.3

867.4

758.0

193.5

160.9

144.3

106.9

146.3

65.2

52.8

40.0

3,701.6

152.9

118.6

120.5

19.7

17.8

10.2

6.2

3.5

0.9

***

***

452.4

43.7

31.2

19.6

8.2

***

5.1

3.0

***

1.4

***

***

121.9

4,276.0

Oct

2023

1,202.1

894.5

748.7

189.7

159.7

139.7

97.1

130.5

63.5

69.3

36.5

3,731.3

139.5

126.6

113.5

21.6

17.0

11.3

6.5

3.9

0.9

***

***

442.7

38.2

32.1

18.3

8.5

***

***

2.4

***

1.5

***

***

115.1

4,289.1

Nov

2023

1,162.6

880.6

805.8

189.4

166.6

147.2

84.4

120.3

63.4

49.3

35.1

3,704.8

171.0

133.3

126.0

25.5

19.2

11.6

6.8

4.5

0.9

***

***

500.7

36.6

31.5

22.1

8.2

***

***

2.6

2.0

1.5

***

***

114.8

4,320.3

Dec

2023

1,099.9

891.0

730.9

195.2

159.1

156.6

140.5

89.7

66.8

59.5

31.8

3,621.0

189.5

140.2

132.2

24.6

17.3

10.3

7.2

4.6

0.9

***

***

527.6

32.8

32.2

15.3

8.0

6.8

3.0

2.6

***

1.3

***

***

104.6

4,253.2

7

Non-USD-notional values are converted to USD using foreign-exchange rates sourced from Bloomberg. Notional

values are not delta or duration adjusted and include derivatives reported by fund of funds. The total notional value, as

a fraction of net assets, of each fund is winsorized at the 99th percentile across funds each month.

27

May 17, 2024

Analytics Office

Table 7.2: Number of Funds with Investments in Derivatives With a

Notional Value Exceeding Five Percent of Net Assets, by Fund

Type and Derivative Type

Relies on Form N-PORT, Item C.4 and Item C.11.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Derivative Type

Interest Rate Future

Interest Rate Swap

Foreign Exchange Forward

Equity Option

Credit Swap

Equity Future

Other

Interest Rate Swaption

Equity Swap

Foreign Exchange Option

Commodity Future

Subtotal

Equity Swap

Equity Option

Foreign Exchange Forward

Interest Rate Future

Equity Future

Commodity Future

Other

Interest Rate Swap

Credit Swap

Interest Rate Swaption

Foreign Exchange Option

Subtotal

Equity Option

Interest Rate Swap

Foreign Exchange Forward

Interest Rate Future

Foreign Exchange Option

Interest Rate Swaption

Credit Swap

Equity Swap

Other

Equity Future

Commodity Future

Subtotal

Total

Jan

2023

1,075

393

685

310

308

479

231

93

272

73

104

2,169

210

252

53

79

45

39

28

14

14

***

***

662

61

54

75

82

***

***

31

6

12

***

***

214

3,044

Feb

2023

1,098

398

695

310

298

475

248

88

274

74

105

2,175

203

246

54

88

41

40

30

13

16

***

***

657

62

54

77

81

***

***

29

7

12

***

***

216

3,047

Mar

2023

1,098

381

692

308

294

465

218

83

274

75

104

2,219

201

267

56

90

50

40

34

13

13

***

***

679

61

51

79

71

***

6

29

***

11

***

***

213

3,110

Apr

2023

1,094

376

685

318

299

438

182

76

273

65

105

2,181

195

273

56

89

46

41

30

13

14

***

***

678

59

48

79

69

***

***

27

7

11

***

***

210

3,068

28

May

2023

1,114

384

705

293

317

449

184

87

266

76

104

2,186

188

270

58

92

34

44

32

14

14

***

***

681

62

53

81

61

***

***

29

6

11

***

***

207

3,073

Jun

2023

1,088

398

700

292

306

427

214

90

269

65

104

2,175

189

269

58

88

44

45

32

13

14

***

***

676

60

54

77

64

***

7

28

***

13

***

***

206

3,056

Jul

2023

1,089

398

685

297

295

443

220

81

264

64

108

2,163

189

285

59

93

46

46

35

14

17

***

***

695

61

54

80

61

***

***

28

6

12

***

***

207

3,064

Aug

2023

1,097

410

697

299

304

429

213

83

266

73

112

2,190

192

297

60

97

31

47

39

18

15

***

***

709

57

52

80

66

7

***

28

6

12

4

***

205

3,103

Sep

2023

1,153

411

686

293

288

460

204

84

265

71

108

2,209

197

308

57

103

45

51

42

21

18

***

***

732

59

53

80

66

***

6

27

***

13

***

***

207

3,147

Oct

2023

1,149

404

682

246

291

475

207

83

263

67

107

2,151

198

328

57

106

49

53

46

23

17

***

***

760

56

52

81

74

***

***

23

***

12

***

***

212

3,122

Nov

2023

1,102

408

687

237

274

448

189

84

261

69

106

2,087

202

342

58

103

44

54

45

23

13

***

***

778

51

51

84

71

***

***

25

6

12

***

***

204

3,068

Dec

2023

1,097

409

662

226

249

440

184

70

262

70

102

2,074

202

338

56

111

55

52

48

27

13

***

***

787

51

50

82

58

4

5

28

***

14

***

***

195

3,055

May 17, 2024

Analytics Office

Table 7.3: Percent of Aggregate Derivative Notional Reported, by

Cumulative Percentile

Relies on Form N-PORT, Item C.11. and B.1.a. This figure excludes fund of funds and removes any

observations without derivative exposure or non-positive total assets.

Fund Type

All Funds

Mutual Fund

ETF

Closed-End Fund

Percentile

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Top 2%

Top 5%

Top 10%

Top 25%

Jan

2023

60.07

75.51

86.18

96.28

59.53

75.31

86.24

96.42

***

72.07

83.89

96.18

***

57.63

70.45

88.04

Feb

2023

62.73

77.04

87.01

96.48

62.66

77.19

87.27

96.68

56.36

71.04

83.46

95.85

***

59.80

72.11

88.87

Mar

2023

62.34

76.61

86.69

96.42

62.55

76.86

87.05

96.65

56.25

71.14

83.31

95.83

42.48

61.14

***

88.76

Apr

2023

62.57

76.59

86.62

96.46

62.73

76.99

87.05

96.72

***

70.37

82.76

95.76

***

***

73.00

89.28

May

2023

61.08

75.60

86.10

96.18

60.72

75.53

86.32

96.41

56.02

70.70

82.82

95.61

***

63.75

75.60

90.17

Jun

2023

59.64

74.91

85.60

96.05

59.15

74.85

85.82

96.26

57.61

71.41

83.19

95.77

41.36

***

***

89.55

Jul

2023

59.27

74.53

85.31

95.94

58.77

74.43

85.58

96.20

57.05

70.67

82.56

95.40

***

63.10

75.24

89.88

Aug

2023

59.94

75.25

85.87

96.10

59.80

75.11

86.25

96.40

56.76

70.48

82.62

95.34

***

64.08

76.04

90.15

Sep

2023

60.86

76.00

86.37

96.28

60.95

76.04

86.91

96.60

55.96

70.16

82.40

95.33

44.28

62.45

***

89.62

Oct

2023

61.04

75.69

86.06

96.16

60.94

76.01

86.74

96.50

***

67.93

81.12

95.07

***

60.96

73.78

89.48

Nov

2023

60.51

75.24

85.77

96.01

60.49

75.31

86.26

96.34

55.81

69.81

82.16

95.02

***

60.20

73.59

89.40

Dec

2023

61.08

75.47

86.01

96.12

60.68

75.60

86.41

96.37

57.72

71.57

83.39

95.67

41.82

***

***

88.56

Table 7.4: Distribution of the Ratio of Aggregate Derivative Notional

to Total Assets, by Fund Type (Percent)

Relies on Form N-PORT, Item C.11. and B.1.a. This figure excludes fund of funds and removes any

observations without derivative exposure or non-positive total assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

50th

75th

90th

50th

75th

90th

50th

75th

90th

Jan

2023

10.9

61.0

161.9

8.0

136.1

282.0

14.8

42.6

90.3

Feb

2023

11.2

61.0

163.2

7.0

134.8

284.5

14.7

48.2

92.9

Mar

2023

10.5

59.6

153.2

8.6

140.4

277.0

15.3

45.9

***

Apr

2023

10.1

59.9

154.8

8.2

162.6

281.2

17.3

50.8

84.8

May

2023

11.1

60.1

153.0

7.1

160.9

282.0

19.6

48.9

88.4

29

Jun

2023

10.3

59.3

149.1

5.9

158.0

274.9

20.2

47.3

***

Jul

2023

10.6

60.6

148.0

9.1

157.6

275.3

19.3

46.8

88.0

Aug

2023

9.9

59.2

148.2

9.8

168.5

279.3

19.4

45.9

80.5

Sep

2023

9.5

59.4

150.5

12.3

166.4

289.2

18.8

46.0

85.2

Oct

2023

9.1

55.1

139.3

19.8

179.9

***

17.7

46.7

77.9

Nov

2023

9.1

54.7

131.4

19.9

182.1

286.1

16.8

46.3

86.8

Dec

2023

8.8

52.4

125.0

15.0

171.2

284.2

17.1

41.1

***

May 17, 2024

Analytics Office

Table 7.5: Aggregate Derivative Notional, by Counterparty ($Billions)

This table relies only on publicly-available information on Form N-PORT, Item C.11 corresponding to

the third month of the fiscal quarter of each fund and presents counterparty information (including

central counterparties) by legal identity. This table includes fund of funds and, for derivatives

reported with multiple counterparties, the notional value is divided equally among the

counterparties. Valid LEIs are mapped to their legal name using reference information sourced from

GLEIF. Each legal name in the table below is hyperlinked to the GLEIF website.

Counterparty

CHICAGO MERCANTILE EXCHANGE...

LCH LTD

CHICAGO BOARD OF TRADE

OPTIONS CLEARING CORP

CME GROUP INC

UBS AG

JPMORGAN CHASE BANK NA

CITIBANK NA

BANK OF AMERICA NA

INTERCONTINENTAL EXCHANGE INC

MORGAN STANLEY CO LLC

STATE STREET BANK

BNP PARIBAS

GOLDMAN SACHS CO LLC

BARCLAYS BANK PLC

JP MORGAN SECURITIES LLC

LCHCLEARNET LLC

GOLDMAN SACHS INTL

MORGAN STANLEY CAPITAL...

LCH GROUP HOLDINGS LTD

DEUTSCHE BANK AG

TORONTODOMINION BANK

MORGAN STANLEY CO INTL PLC

SOCIETE GENERALE NEW

CBOE GLOBAL MARKETS INC

UK CLEARING HOUSE LTD

WELLS FARGO BANK NA

CITIGROUP GLOBAL MARKETS INC

EUREX CLEARING AG

HSBC UK BANK PLC

STANDARD CHARTERED BANK

GOLDMAN SACHS BANK USA

SOCIETE GENERALE

HSBC BANK PLC

SG AMERICAS SECURITIES LLC

UBS SECURITIES LLC

BOFA SECURITIES INC

ROYAL BANK OF CANADA

EUREX FRANKFURT AG

ICE FUTURES US INC

HSBC SECURITIES USA INC

BANK OF NEW YORK MELLON

UBS AG

HSBC BANK USA NA

MERRILL LYNCH PIERCE FENNER...

ICE FUTURES EUROPE

BNP PARIBAS SECURITIES CORP

LONDON METAL EXCHANGE

COMMONWEALTH BANK OF AUSTRALIA

ICE CLEAR US INC

Other Counterparties

Invalid LEI

Total

Jan

2023

570.7

63.9

384.2

154.7

135.5

62.0

100.3

203.4

115.9

119.2

93.0

79.6

49.7

83.9

49.6

61.5

64.5

96.6

54.0

17.0

34.5

49.4

57.3

0.2

25.8

15.2

28.6

29.5

30.3

44.0

22.3

15.2

13.2

29.4

5.9

7.0

16.9

13.0

5.0

12.9

6.3

14.6

5.0

14.3

10.6

7.6

5.6

8.1

13.1

7.5

197.2

502.1

3,806.5

Feb

2023

598.4

62.2

388.0

157.9

137.1

61.8

103.3

202.5

117.0

117.6

92.9

79.5

49.4

80.5

48.9

58.8

73.6

96.4

54.3

17.8

34.3

48.3

57.1

0.2

28.6

15.7

28.6

32.7

29.9

44.0

22.2

15.3

12.0

29.7

5.8

6.9

15.4

16.6

5.7

12.5

6.4

14.4

5.1

14.3

11.1

9.7

5.3

7.5

13.1

7.5

192.0

506.0

3,851.9

Mar

2023

600.2

66.7

400.2

171.7

130.1

73.4

103.9

280.3

133.3

112.2

82.2

70.7

54.9

65.6

56.0

60.2

83.4

75.8

67.2

20.9

58.2

51.3

51.3

0.2

26.2

17.5

28.0

37.5

25.5

44.3

18.7

18.1

20.9

28.0

5.6

7.4

14.6

26.1

3.6

11.1

10.4

14.6

5.1

12.4

18.3

9.5

6.1

7.1

13.1

7.4

192.0

622.3

4,121.2

Apr

2023

612.4

62.0

390.4

165.2

128.9

75.2

111.2

284.9

129.2

114.0

84.8

68.0

58.9

60.6

55.8

56.5

84.8

73.6

81.7

22.3

50.2

47.4

47.0

0.2

26.2

24.3

20.4

37.9

25.3

33.2

24.4

18.4

21.1

27.0

9.6

7.4

13.9

36.2

3.5

11.0

9.7

25.1

5.1

13.3

18.2

9.7

8.0

7.4

5.2

7.0

159.4

628.9

4,102.1

30

May

2023

612.3

62.4

398.4

164.4

134.3

75.5

116.1

298.0

131.5

111.8

88.0

68.8

57.7

62.9

56.0

58.2

73.3

75.1

81.4

22.1

49.8

47.1

47.5

0.2

29.8

25.0

20.5

36.9

25.9

33.2

24.7

18.3

21.8

26.5

9.7

7.2

14.8

36.4

3.0

11.2

9.5

25.9

4.9

13.6

17.5

9.2

8.1

7.9

5.2

7.3

162.7

640.6

4,150.3

Jun

2023

705.0

556.7

400.8

170.5

147.6

62.0

132.7

116.0

133.2

108.4

86.5

73.6

89.9

64.2

50.4

59.8

62.4

62.8

75.8

39.7

25.3

54.8

34.0

0.2

33.5

34.0

21.2

36.7

25.8

32.9

30.0

16.1

17.5

20.4

9.9

7.2

14.5

30.2

20.9

11.5

6.3

26.6

4.9

12.5

11.3

13.5

8.5

7.9

5.2

7.9

169.1

278.2

4,226.5

Jul

2023

749.1

560.1

374.4

175.4

146.8

67.9

135.6

122.2

130.7

103.0

86.4

78.0

110.9

67.8

54.3

59.8

61.6

60.8

60.6

39.9

24.9

42.8

34.2

15.5

33.9

34.0

19.0

35.7

26.4

27.8

32.1

17.1

18.4

19.5

13.6

7.2

13.9

27.0

21.0

11.4

5.4

27.5

4.9

13.7

11.7

14.6

6.6

7.6

12.5

7.9

179.5

280.7

4,293.8

Aug

2023

738.3

559.9

380.8

176.5

147.4

63.4

131.5

114.3

131.6

103.9

90.2

77.4

121.9

64.1

64.3

70.3

63.1

72.8

61.5

40.4

25.1

42.4

42.6

15.5

39.3

34.4

19.0

33.2

26.6

27.8

32.0

16.8

24.9

19.6

13.7

7.0

10.8

30.1

21.3

11.5

5.6

27.1

12.4

14.0

12.5

15.9

6.5

7.4

12.6

7.7

165.1

243.6

4,297.3

Sep

2023

728.1

464.4

396.1

182.9

150.0

73.0

127.6

146.2

134.9

92.4

96.4

70.7

124.8

66.4

69.9

70.4

60.9

70.7

53.3

38.7

25.8

39.7

48.4

15.5

37.1

36.2

18.9

30.0

27.0

27.9

27.6

18.7

18.3

26.0

13.6

17.8

10.6

40.1

18.1

12.7

4.0

26.6

12.3

14.6

8.1

13.6

9.6

7.1

12.6

7.9

158.5

252.1

4,254.5

Oct

2023

697.0

464.8

428.7

180.3

149.2

69.7

123.4

140.9

119.1

93.8

88.6

81.4

111.2

63.3

62.9

70.5

58.0

66.0

53.6

38.9

35.2

56.2

45.7

44.7

37.0

44.0

29.1

29.5

26.5

24.0

22.6

17.3

18.2

28.6

16.1

17.7

9.2

32.1

17.8

13.2

4.3

11.0

12.3

12.7

8.6

13.9

11.8

7.7

7.9

7.9

156.8

249.4

4,230.4

Nov

2023

711.2

463.3

427.2

178.0

148.5

69.7

122.1

138.3

116.8

92.7

95.7

82.1

114.0

62.3

62.6

68.2

62.5

67.1

53.8

39.0

35.7

56.9

43.7

44.7

42.8

44.1

29.1

29.6

26.3

24.0

22.5

17.8

18.1

28.7

16.5

18.3

10.6

28.8

17.8

13.0

4.8

11.5

11.7

12.6

8.5

12.6

11.7

8.1

7.7

7.6

158.6

256.1

4,255.4

Dec

2023

684.9

460.9

398.8

175.7

174.3

118.9

110.6

109.4

105.4

104.4

102.1

101.8

95.6

73.8

65.2

63.3

62.5

58.7

52.8

51.7

51.0

47.5

44.8

44.7

43.6

35.3

30.9

29.7

26.1

24.1

23.8

22.6

19.6

19.4

16.6

16.2

16.1

15.8

13.6

12.9

12.9

12.8

12.2

11.2

11.1

10.2

8.6

8.6

7.7

7.3

162.5

190.7

4,180.8

May 17, 2024

Analytics Office

8

Liquidity Classifications

8.1

Mutual Funds

Table 8.1: Aggregate Gross Value of Mutual Fund Investments by

Liquidity Classification ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) and

liquidity classifications (Form N-PORT, Item C.7).

Prevalent Asset Class

US Equity

Taxable Bond

Multi-Asset

Global Equity

Municipal Bond

Total

Classification

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Total

Jan

2023

9,880

26

7

28

9,942

4,350

90

147

37

4,623

3,923

36

17

13

3,988

2,731

109

9

23

2,872

757

10

6

12

786

22,211

Feb

2023

9,609

22

5

27

9,664

4,303

85

140

37

4,564

3,800

36

15

13

3,864

2,632

111

5

21

2,769

741

10

5

13

769

21,631

Mar

2023

9,786

20

5

28

9,839

4,390

88

144

38

4,660

3,869

34

17

12

3,932

2,689

107

20

28

2,844

749

11

5

12

777

22,052

Apr

2023

9,855

24

6

28

9,912

4,399

91

131

34

4,655

3,900

39

16

11

3,966

2,600

230

20

23

2,874

752

11

5

11

779

22,186

31

May

2023

9,799

24

5

28

9,856

4,386

84

128

33

4,632

3,836

35

16

13

3,899

2,649

103

13

22

2,787

742

10

5

11

768

21,942

Jun

2023

10,389

18

6

29

10,442

4,392

80

129

34

4,635

3,955

33

15

13

4,016

2,813

72

12

24

2,921

746

10

5

11

773

22,786

Jul

2023

10,706

24

5

30

10,764

4,417

84

131

35

4,666

4,033

32

16

12

4,093

2,844

126

20

24

3,014

751

11

5

12

779

23,315

Aug

2023

10,437

21

7

30

10,495

4,403

80

131

33

4,647

3,931

34

15

12

3,992

2,784

80

15

23

2,902

740

10

5

12

766

22,803

Sep

2023

9,926

22

7

29

9,983

4,333

81

131

37

4,582

3,784

30

17

14

3,844

2,552

154

31

49

2,786

713

10

4

12

739

21,934

Oct

2023

9,611

23

4

33

9,671

4,274

78

127

35

4,515

3,685

29

15

12

3,742

2,464

182

13

23

2,682

695

10

4

11

720

21,329

Nov

2023

10,427

28

6

29

10,489

4,431

80

128

37

4,676

3,925

31

15

11

3,981

2,730

137

14

23

2,904

723

12

4

12

752

22,802

Dec

2023

10,952

19

10

28

11,010

4,548

77

126

34

4,785

4,068

32

18

11

4,128

2,740

120

141

27

3,029

739

11

5

13

767

23,719

May 17, 2024

Analytics Office

Table 8.2: Aggregate Net Assets of Mutual Funds Reporting Illiquid

Gross Positions, by Prevalent Asset Class and Binned by

Fraction of Net Assets Classified as Illiquid ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and liquidity classifications (Form N-PORT, Item C.7). See

the appendix for a review of interval notation used here.

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

4,130

461

98

2,433

522

99

1,644

546

14

1,589

67

80

396

148

54

Feb

2023

4,028

421

97

2,396

518

100

1,607

530

18

1,560

60

83

388

139

59

Mar

2023

4,334

440

94

2,356

572

144

1,482

604

20

1,571

48

87

398

164

36

Apr

2023

4,268

442

94

2,370

546

113

1,555

548

14

1,601

51

78

401

145

53

May

2023

4,381

442

92

2,357

560

103

1,615

542

22

1,579

40

90

388

166

34

Jun

2023

4,519

486

82

2,409

555

124

1,591

567

20

1,575

52

90

413

152

34

Jul

2023

4,640

503

83

2,395

566

120

1,771

579

18

1,593

45

91

403

161

34

Aug

2023

4,612

528

81

2,419

522

118

1,591

601

20

1,572

48

86

406

160

39

Sep

2023

4,455

520

73

2,335

577

131

1,273

610

251

1,514

51

101

401

147

37

Oct

2023

4,762

588

79

2,307

464

212

1,478

511

35

1,504

36

92

387

143

40

Nov

2023

4,651

544

80

2,402

374

241

1,599

594

19

1,568

59

74

386

179

37

Dec

2023

4,836

576

38

2,506

497

105

1,656

574

25

1,599

102

42

407

154

58

Table 8.3: Number of Mutual Funds Reporting Illiquid Gross Positions,

by Prevalent Asset Class and Binned by Fraction of Net

Assets Classified as Illiquid

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and liquidity classifications (Form N-PORT, Item C.7). See

the appendix for a review of interval notation used here.

Prevalent Asset Class

Taxable Bond

US Equity

Global Equity

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

758

143

46

565

73

25

519

57

17

339

31

38

176

66

15

Feb

2023

756

146

47

584

68

25

581

50

17

327

28

44

181

65

17

Mar

2023

772

151

49

615

61

25

492

52

20

332

26

38

180

64

17

32

Apr

2023

766

141

44

562

67

26

483

47

20

316

24

34

179

61

16

May

2023

758

155

46

572

57

24

532

49

23

316

23

38

174

69

14

Jun

2023

769

151

48

562

60

22

485

53

16

307

26

37

180

60

13

Jul

2023

769

142

49

555

65

19

541

63

16

310

24

36

178

60

15

Aug

2023

754

149

43

587

66

21

496

58

22

302

27

36

176

64

18

Sep

2023

746

164

60

602

71

21

436

97

108

302

32

43

177

58

19

Oct

2023

754

144

44

639

73

26

491

61

19

306

32

37

175

59

22

Nov

2023

763

146

45

584

71

21

498

49

22

298

30

33

173

62

18

Dec

2023

767

134

44

565

69

16

473

47

21

293

45

20

179

57

21

May 17, 2024

8.2

Analytics Office

ETFs

Table 8.4: Aggregate Gross Value of ETF Investments by Liquidity

Classification ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) and

liquidity classifications (Form N-PORT, Item C.7). This table does not generally cover in-kind ETFs

as defined in Rule 22e-4 under the Investment Company Act of 1940 (17 CFR 270.22e-4).

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Total

Classification

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Highly Liquid

Moderately Liquid

Less Liquid

Illiquid

Subtotal

Total

Jan

2023

2,800

1

0

1

2,802

1,153

3

14

2

1,172

827

14

1

7

850

89

0

1

0

90

77

1

0

0

78

4,992

Feb

2023

2,731

1

0

0

2,733

1,132

3

13

3

1,150

793

15

1

7

816

87

0

1

0

87

72

1

0

0

73

4,860

Mar

2023

2,753

1

0

1

2,755

1,179

4

12

1

1,196

811

14

2

8

835

89

0

1

0

90

74

1

0

0

75

4,950

Apr

2023

2,776

1

0

1

2,777

1,196

3

12

1

1,212

804

30

2

7

844

90

0

1

0

90

71

1

0

0

72

4,994

May

2023

2,762

1

0

1

2,763

1,203

3

11

1

1,218

797

15

2

7

821

89

1

0

0

90

72

1

0

0

73

4,966

Jun

2023

2,971

1

0

0

2,972

1,208

4

11

2

1,224

841

9

1

7

858

90

1

0

0

92

77

1

0

0

78

5,225

Jul

2023

3,110

1

0

1

3,112

1,218

4

12

1

1,235

875

19

2

7

904

92

1

0

0

94

84

1

0

0

85

5,429

Aug

2023

3,060

1

0

1

3,062

1,205

4

12

1

1,221

842

12

2

7

862

92

1

0

0

94

88

1

0

0

89

5,329

Sep

2023

2,924

1

0

1

2,926

1,181

4

17

3

1,204

766

44

2

23

835

91

1

0

0

93

79

1

0

0

80

5,137

Oct

2023

2,858

1

0

2

2,861

1,176

4

12

1

1,193

722

68

1

7

798

93

1

0

0

95

65

1

0

0

66

5,013

Nov

2023

3,165

2

0

0

3,168

1,237

4

17

1

1,259

836

22

1

7

867

101

1

0

0

103

68

1

0

0

69

5,466

Dec

2023

3,381

0

0

0

3,381

1,279

5

15

1

1,299

828

14

58

8

909

104

1

0

0

106

73

1

0

0

74

5,770

Table 8.5: Aggregate Net Assets of ETFs Reporting Illiquid Gross

Positions, by Prevalent Asset Class and Binned by Fraction

of Net Assets Classified as Illiquid ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and liquidity classifications (Form N-PORT, Item C.7). See

the appendix for a review of interval notation used here.

Prevalent Asset Class

US Equity

Global Equity

Taxable Bond

Municipal Bond

Multi-Asset

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

1,312

***

***

553

***

***

665

***

***

***

***

***

8

***

***

Feb

2023

1,273

***

***

590

132

***

587

***

***

***

***

***

9

***

***

Mar

2023

1,224

***

***

532

137

***

674

***

***

***

***

***

7

***

***

Apr

2023

1,287

***

***

515

***

***

540

***

***

***

***

***

8

***

***

33

May

2023

1,333

***

***

554

141

***

625

3

***

***

***

***

9

***

***

Jun

2023

1,457

***

***

513

139

***

639

8

***

***

***

***

8

***

***

Jul

2023

1,465

***

***

540

***

***

553

***

***

68

***

***

7

***

***

Aug

2023

1,487

***

***

571

***

***

511

***

***

***

***

***

***

***

***

Sep

2023

1,423

***

***

391

215

108

400

***

***

***

***

***

8

***

***

Oct

2023

1,580

***

***

515

133

***

427

***

***

***

***

***

8

***

***

Nov

2023

1,509

***

***

569

***

***

440

***

***

***

***

***

***

***

***

Dec

2023

1,613

***

***

576

***

***

429

***

***

77

***

***

7

***

***

May 17, 2024

Analytics Office

Table 8.6: Number of ETFs Reporting Illiquid Gross Positions, by

Prevalent Asset Class and Binned by Fraction of Net Assets

Classified as Illiquid

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and liquidity classifications (Form N-PORT, Item C.7). See

the appendix for a review of interval notation used here.

Prevalent Asset Class

Global Equity

Taxable Bond

US Equity

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

186

***

***

106

***

***

97

***

***

10

***

***

***

***

***

Feb

2023

214

11

***

101

***

***

101

***

***

11

***

***

***

***

***

Mar

2023

189

13

***

130

***

***

99

***

***

11

***

***

***

***

***

34

Apr

2023

174

***

***

102

***

***

96

***

***

12

***

***

***

***

***

May

2023

192

12

***

107

10

***

106

***

***

14

***

***

***

***

***

Jun

2023

165

9

***

109

15

***

106

***

***

13

***

***

***

***

***

Jul

2023

173

***

***

103

***

***

102

***

***

12

***

***

11

***

***

Aug

2023

174

***

***

98

***

***

104

***

***

***

***

***

***

***

***

Sep

2023

147

31

36

100

***

***

115

***

***

9

***

***

***

***

***

Oct

2023

171

10

***

105

***

***

125

***

***

8

***

***

***

***

***

Nov

2023

174

***

***

113

***

***

113

***

***

***

***

***

***

***

***

Dec

2023

171

***

***

104

***

***

108

***

***

15

***

***

13

***

***

May 17, 2024

Analytics Office

9

Fair Value Levels8

9.1

Mutual Funds

Table 9.1: Aggregate Gross Value of Mutual Fund Investments, by

Prevalent Asset Class and Fair Value Level ($Billions)

This table includes fund of funds, relies upon value reported (Form N-PORT, Item C.2.c) and

aggregates by fair value level (Form N-PORT, Item C.8).

Prevalent Asset Class

US Equity

Taxable Bond

Multi-Asset

Global Equity

Municipal Bond

Total

8

Fair Value Level

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Total

Jan

2023

9,758

187

23

26

9,994

253

4,361

26

2

4,643

2,953

815

6

235

4,009

976

2,026

4

4

3,010

15

770

***

***

786

22,441

Feb

2023

9,542

123

24

27

9,716

253

4,301

26

3

4,583

2,933

718

5

228

3,885

1,566

1,329

5

5

2,904

14

755

***

***

769

21,858

Mar

2023

9,658

186

23

27

9,894

239

4,411

26

3

4,679

2,919

803

5

229

3,957

1,030

1,943

4

6

2,983

13

763

***

***

777

22,289

Apr

2023

9,727

189

23

27

9,966

258

4,387

26

3

4,675

2,950

800

6

231

3,987

1,043

1,960

5

6

3,014

13

765

***

***

779

22,420

May

2023

9,734

127

23

27

9,911

257

4,367

25

2

4,651

2,971

717

5

227

3,921

1,577

1,342

4

0

2,923

11

756

***

***

768

22,174

Jun

2023

10,274

176

23

28

10,501

247

4,378

27

2

4,654

3,013

786

6

235

4,041

1,194

1,862

4

5

3,065

10

762

***

***

773

23,033

Jul

2023

10,651

123

23

27

10,824

253

4,407

24

2

4,685

3,149

718

6

242

4,116

1,750

1,401

5

4

3,160

11

766

***

***

779

23,564

Aug

2023

10,391

117

23

26

10,556

252

4,387

24

2

4,666

3,059

714

6

237

4,016

1,688

1,348

4

4

3,045

10

755

***

***

766

23,050

Sep

2023

9,827

166

22

25

10,040

260

4,314

23

2

4,601

2,874

762

6

227

3,869

1,171

1,742

5

4

2,922

9

729

***

***

739

22,170

Oct

2023

9,518

161

21

24

9,725

251

4,251

28

2

4,533

2,779

758

6

220

3,763

1,006

1,798

4

4

2,812

8

709

***

***

720

21,552

Nov

2023

10,394

109

21

25

10,550

242

4,420

30

2

4,694

3,045

719

5

234

4,004

1,690

1,349

4

4

3,046

8

742

***

***

752

23,046

Dec

2023

10,863

162

22

27

11,073

254

4,518

30

2

4,804

3,117

790

5

241

4,154

1,406

1,764

4

3

3,177

9

756

***

***

767

23,975

See U.S. Generally Accepted Accounting Principles (ASC 820, Fair Value Measurement) for more information.

35

May 17, 2024

Analytics Office

Table 9.2: Aggregate Net Assets of Mutual Funds Reporting Gross Level

Three Positions, by Prevalent Asset Class and Binned by

Fraction of Net Assets Classified as Level Three

($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

US Equity

Global Equity

Taxable Bond

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

3,667

416

57

2,079

9

***

1,521

303

116

1,185

33

37

218

***

***

Feb

2023

3,687

371

91

2,005

40

3

1,486

260

155

1,164

23

35

217

***

***

Mar

2023

3,701

***

***

1,979

43

***

1,506

259

172

1,163

***

37

221

***

0

Apr

2023

3,712

397

71

2,045

20

3

1,638

260

158

1,186

17

39

248

***

***

May

2023

3,786

407

67

2,027

17

6

1,673

300

118

1,164

23

28

264

***

***

Jun

2023

4,002

***

***

2,115

***

***

1,566

330

119

1,194

***

38

248

***

***

Jul

2023

4,169

449

63

2,188

***

***

2,063

333

98

1,139

35

40

228

***

***

Aug

2023

4,058

451

47

2,051

35

3

1,571

323

115

1,148

30

36

342

***

***

Sep

2023

3,936

411

***

1,953

61

***

1,566

297

116

1,135

***

50

218

***

***

Oct

2023

3,775

411

55

1,938

35

***

1,890

223

239

1,175

21

43

194

***

***

Nov

2023

4,118

464

44

2,059

39

3

1,508

237

246

1,239

17

37

233

***

***

Dec

2023

4,371

***

***

2,168

***

***

1,494

231

261

1,281

24

38

247

***

***

Table 9.3: Number of Mutual Funds Reporting Gross Level Three

Positions, by Prevalent Asset Class and Binned by Fraction

of Net Assets Classified as Level Three

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

Taxable Bond

US Equity

Global Equity

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

494

76

31

413

44

14

378

8

***

233

16

18

80

***

***

Feb

2023

501

72

31

442

39

25

404

9

7

243

11

19

85

***

***

Mar

2023

481

79

34

415

***

***

356

9

***

222

***

18

86

***

0

36

Apr

2023

503

74

28

416

42

21

366

10

7

221

10

20

94

***

***

May

2023

541

75

29

420

38

15

377

8

8

218

10

9

81

***

***

Jun

2023

528

82

31

417

***

***

369

***

***

213

***

16

80

***

***

Jul

2023

502

78

30

427

41

17

404

***

***

200

14

21

82

***

***

Aug

2023

503

81

28

433

45

15

384

9

5

193

15

16

92

***

***

Sep

2023

511

74

28

430

42

***

384

10

***

197

***

19

89

***

***

Oct

2023

519

69

28

445

40

16

387

9

***

200

14

17

82

***

***

Nov

2023

524

75

26

421

44

13

369

8

6

203

10

11

92

***

***

Dec

2023

500

67

33

432

***

***

372

***

***

197

10

11

94

***

***

May 17, 2024

9.2

Analytics Office

ETFs

Table 9.4: Aggregate Gross Value of ETF Investments, by Prevalent Asset

Class and Fair Value Level ($Billions)

This table includes fund of funds, relies upon value reported (Form N-PORT, Item C.2.c) and

aggregates by fair value level (Form N-PORT, Item C.8).

Prevalent Asset Class

US Equity

Taxable Bond

Global Equity

Municipal Bond

Multi-Asset

Total

Fair Value Level

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Total

Jan

2023

4,215

46

0

3

4,264

62

1,218

0

0

1,280

392

800

0

1

1,193

1

106

***

***

107

79

30

0

0

109

6,953

Feb

2023

4,095

44

0

3

4,143

62

1,193

0

0

1,255

385

762

1

1

1,149

1

103

***

***

104

76

26

0

0

103

6,753

Mar

2023

4,158

44

0

4

4,206

67

1,240

0

0

1,307

391

785

0

1

1,177

1

105

***

***

106

81

24

0

0

105

6,900

Apr

2023

4,195

46

0

4

4,245

73

1,258

0

0

1,331

394

800

0

1

1,194

1

106

***

***

106

79

22

0

0

102

6,979

37

May

2023

4,195

44

0

3

4,242

72

1,257

0

0

1,329

386

770

0

1

1,157

0

105

***

***

106

79

22

0

0

101

6,936

Jun

2023

4,502

50

0

4

4,556

58

1,279

0

0

1,337

403

803

0

1

1,207

0

107

***

***

108

84

25

0

1

110

7,317

Jul

2023

4,703

55

0

4

4,761

60

1,288

0

0

1,349

434

829

0

1

1,265

0

109

***

***

110

90

27

0

0

118

7,602

Aug

2023

4,602

53

0

4

4,659

63

1,275

0

0

1,338

415

792

0

1

1,208

1

109

***

***

109

89

32

0

0

121

7,435

Sep

2023

4,403

51

0

4

4,459

58

1,265

0

0

1,323

403

764

0

1

1,168

0

107

***

***

107

79

30

0

0

109

7,167

Oct

2023

4,297

54

0

5

4,356

59

1,256

0

0

1,315

389

732

0

1

1,123

1

108

***

***

109

66

28

0

0

94

6,998

Nov

2023

4,754

61

0

6

4,821

62

1,325

0

0

1,387

429

792

0

1

1,221

1

118

***

***

119

72

28

0

0

101

7,649

Dec

2023

5,097

65

0

5

5,166

57

1,372

0

0

1,429

430

852

0

1

1,283

1

122

***

***

123

75

31

0

0

106

8,107

May 17, 2024

Analytics Office

Table 9.5: Aggregate Net Assets of ETFs Reporting Gross Level Three

Positions, by Prevalent Asset Class and Binned by Fraction

of Net Assets Classified as Level Three ($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

US Equity

Global Equity

Taxable Bond

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

1,184

0

0

874

1

***

92

0

0

1

0

0

0

***

***

Feb

2023

1,281

0

0

894

1

0

92

0

0

2

0

0

0

***

***

Mar

2023

1,170

***

***

822

1

***

62

1

0

2

***

0

0

***

0

Apr

2023

1,178

0

0

868

0

0

91

0

0

2

0

0

0

***

***

May

2023

1,261

0

0

841

1

0

97

1

0

3

0

0

0

***

***

Jun

2023

1,391

***

***

838

***

***

76

0

0

2

***

0

0

***

***

Jul

2023

1,438

0

0

879

***

***

177

1

0

1

0

0

0

***

***

Aug

2023

1,434

0

0

872

1

0

78

1

0

2

0

0

0

***

***

Sep

2023

1,496

0

***

851

0

***

77

1

0

2

***

0

0

***

***

Oct

2023

1,392

0

0

805

1

***

170

1

0

0

0

0

0

***

***

Nov

2023

1,475

0

0

874

1

0

85

1

0

2

0

0

0

***

***

Dec

2023

1,591

***

***

925

***

***

114

1

0

2

0

0

0

***

***

Table 9.6: Number of ETFs Reporting Gross Level Three Positions, by

Prevalent Asset Class and Binned by Fraction of Net Assets

Classified as Level Three

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

Global Equity

US Equity

Taxable Bond

Multi-Asset

Municipal Bond

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

171

3

***

71

1

0

38

0

3

7

0

0

1

***

***

Feb

2023

193

4

1

81

1

1

39

2

2

9

0

0

1

***

***

Mar

2023

173

6

***

77

***

***

35

5

1

8

***

0

1

***

0

38

Apr

2023

170

5

1

77

0

1

38

1

2

8

0

0

1

***

***

May

2023

173

4

0

81

0

0

39

3

2

10

0

0

1

***

***

Jun

2023

165

***

***

85

***

***

43

3

4

7

***

4

1

***

***

Jul

2023

155

***

***

82

2

0

43

3

2

6

0

0

2

***

***

Aug

2023

153

3

0

95

1

0

43

2

2

5

0

1

1

***

***

Sep

2023

167

2

***

105

1

***

42

4

2

5

***

0

1

***

***

Oct

2023

147

4

***

102

2

1

44

2

2

4

1

0

1

***

***

Nov

2023

151

4

1

95

0

0

50

1

1

5

1

0

1

***

***

Dec

2023

157

***

***

103

***

***

48

4

3

8

1

0

1

***

***

May 17, 2024

9.3

Analytics Office

Closed-End Funds

Table 9.7: Aggregate Gross Value of Closed-End Fund Investments, by

Prevalent Asset Class and Fair Value Level ($Billions)

This table includes fund of funds, relies upon value reported (Form N-PORT, Item C.2.c) and

aggregates by fair value level (Form N-PORT, Item C.8).

Prevalent Asset Class

Taxable Bond

Multi-Asset

Municipal Bond

US Equity

Global Equity

Total

Fair Value Level

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Level One

Level Two

Level Three

No Level

Subtotal

Total

Jan

2023

7

109

36

4

155

26

17

23

47

112

1

88

***

***

89

80

5

3

1

90

15

11

1

0

27

473

Feb

2023

6

109

36

4

155

25

15

23

47

110

1

85

***

***

86

77

5

3

1

86

16

9

1

0

26

462

Mar

2023

7

108

36

4

154

24

15

22

48

109

1

85

***

***

86

78

4

4

1

88

14

11

1

0

26

463

Apr

2023

6

107

38

4

156

24

15

23

47

109

1

85

***

***

86

77

5

4

1

87

15

11

1

0

26

464

39

May

2023

6

105

37

4

152

24

15

23

47

109

1

84

***

***

85

76

5

4

2

87

16

9

1

0

25

459

Jun

2023

6

107

39

4

155

25

15

23

48

111

1

85

***

***

86

80

5

4

2

91

15

10

1

0

26

469

Jul

2023

6

108

40

4

158

26

15

24

47

112

1

85

***

***

86

82

5

5

2

93

17

9

1

0

27

476

Aug

2023

6

108

41

4

158

27

15

25

47

113

2

84

***

***

86

79

4

5

2

90

16

9

1

0

26

472

Sep

2023

5

109

42

4

160

26

14

25

49

113

1

80

***

***

82

73

4

5

2

84

15

9

1

0

24

464

Oct

2023

6

104

44

4

158

25

14

26

47

112

2

78

***

***

80

71

4

5

2

82

15

8

1

0

24

456

Nov

2023

7

106

46

4

163

27

15

28

47

117

1

83

***

***

85

76

4

5

2

88

16

9

1

0

25

477

Dec

2023

8

107

48

5

168

29

15

29

49

122

1

85

***

***

87

77

4

4

0

86

16

9

1

0

26

488

May 17, 2024

Analytics Office

Table 9.8: Aggregate Net Assets of Closed-End Funds Reporting Gross

Level Three Positions, by Prevalent Asset Class and Binned

by Fraction of Net Assets Classified as Level Three

($Billions)

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

Taxable Bond

Multi-Asset

US Equity

Municipal Bond

Global Equity

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

20

5

56

15

7

34

12

3

14

22

***

***

5

0

***

Feb

2023

19

8

54

13

6

34

12

3

14

21

***

***

4

0

2

Mar

2023

20

8

54

13

***

33

12

***

***

22

***

0

7

0

***

Apr

2023

21

7

56

13

7

33

14

2

15

22

***

***

5

0

2

May

2023

22

10

55

13

7

33

12

2

15

22

***

***

7

0

2

Jun

2023

20

10

56

10

***

34

11

***

***

23

***

***

4

***

***

Jul

2023

20

7

59

11

7

36

15

2

16

22

***

***

5

***

***

Aug

2023

19

10

59

13

7

36

13

2

16

20

***

***

5

0

2

Sep

2023

18

9

60

12

***

36

11

3

***

19

***

***

4

0

***

Oct

2023

19

8

62

5

7

44

11

2

14

19

***

***

4

0

***

Nov

2023

19

9

61

6

4

50

12

2

15

22

***

***

4

0

2

Dec

2023

22

7

65

6

10

48

13

***

***

23

***

***

4

***

***

Table 9.9: Number of Closed-End Funds Reporting Gross Level Three

Positions, by Prevalent Asset Class and Binned by Fraction

of Net Assets Classified as Level Three

This table includes fund of funds and relies upon value reported (Form N-PORT, Item C.2.c) relative

to net assets (Form N-PORT, Item B.1.c) and fair value level (Form N-PORT, Item C.8). See the

appendix for a review of interval notation used here.

Prevalent Asset Class

Taxable Bond

Multi-Asset

US Equity

Municipal Bond

Global Equity

Fraction of Net Assets

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

(0,2%)

[2%,5%)

5% or more

Jan

2023

51

17

78

25

6

46

12

4

17

19

***

***

12

2

***

Feb

2023

49

18

78

23

7

46

12

4

17

18

***

***

12

2

2

Mar

2023

49

16

81

21

***

47

13

***

***

20

***

1

14

2

***

40

Apr

2023

59

19

76

22

7

45

14

3

18

20

***

***

13

2

2

May

2023

61

19

80

22

8

44

13

3

18

21

***

***

15

1

3

Jun

2023

58

20

83

17

***

43

12

***

***

22

***

***

13

***

***

Jul

2023

53

17

86

16

9

44

14

3

19

21

***

***

13

***

***

Aug

2023

52

20

83

18

9

44

15

3

19

20

***

***

14

1

3

Sep

2023

48

21

81

19

***

46

12

5

***

20

***

***

13

2

***

Oct

2023

54

23

81

17

10

50

13

3

19

22

***

***

13

2

***

Nov

2023

49

21

79

17

10

54

12

2

19

23

***

***

12

2

2

Dec

2023

50

21

80

17

12

54

13

***

***

24

***

***

12

***

***

May 17, 2024

10

Analytics Office

Interest Rate Risk9

Table 10.1: Aggregate Interest Rate Risk, by Prevalent Asset Class and

Fund Type ($Billions)

This table includes fund of funds, relies upon DV100 reported (Form N-PORT, Item B.3.b). The

aggregates are comprised of gross values trimmed at the 99th percentile relative to net assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Prevalent Asset Class

Taxable Bond

Municipal Bond

Multi-Asset

US Equity

Global Equity

Subtotal

Taxable Bond

Municipal Bond

Multi-Asset

US Equity

Global Equity

Subtotal

Municipal Bond

Taxable Bond

Multi-Asset

US Equity

Global Equity

Subtotal

Total

Jan

2023

185.0

45.5

32.5

0.2

0.0

263.1

69.0

6.1

0.3

***

***

75.5

4.6

3.2

0.5

***

***

8.4

347.0

Feb

2023

184.8

44.4

32.9

***

***

262.3

66.3

6.0

0.3

***

***

72.6

3.6

3.2

0.4

***

***

7.3

342.2

Mar

2023

186.7

45.1

32.9

***

***

264.9

69.6

6.1

0.3

***

***

76.1

3.6

3.1

0.4

***

***

7.2

348.2

Apr

2023

189.7

45.3

32.9

0.3

0.0

268.1

70.3

6.1

0.3

***

***

76.8

4.5

3.1

0.4

***

***

8.1

353.0

May

2023

190.0

44.9

33.8

***

***

269.1

69.7

6.0

0.3

***

***

76.0

4.4

3.0

0.4

***

***

7.9

352.9

Jun

2023

192.2

45.1

34.0

***

***

271.5

70.6

6.1

0.3

***

***

77.0

4.6

3.0

0.4

0.0

0.0

8.1

356.6

Jul

2023

193.9

45.3

34.0

0.2

0.0

273.5

71.5

6.2

0.3

***

***

78.1

5.0

3.1

0.3

***

***

8.5

360.1

Aug

2023

192.1

45.7

33.8

***

***

271.8

70.5

6.4

0.3

***

***

77.2

3.1

3.0

0.4

***

***

6.6

355.6

Sep

2023

185.8

45.4

32.3

0.2

0.0

263.8

67.1

6.5

0.3

***

***

73.9

1.7

3.0

0.4

0.0

0.0

5.3

343.0

Oct

2023

181.5

44.9

31.8

0.3

0.0

258.4

66.1

6.6

0.3

***

***

73.0

1.7

3.1

0.4

***

***

5.2

336.7

Nov

2023

190.1

45.2

33.8

***

***

269.7

70.5

6.9

0.4

***

***

77.7

3.6

3.0

0.4

***

***

7.1

354.5

Dec

2023

195.7

44.9

34.5

0.4

0.1

275.6

74.4

7.0

0.4

0.0

0.0

81.9

5.7

3.1

0.5

0.1

0.0

9.3

366.7

Table 10.2: Aggregate Interest Rate Risk, by Prevalent Asset Class and

Fund Type (Percent of Aggregate NAV)

This table includes fund of funds, relies upon DV100 reported (Form N-PORT, Item B.3.b). The

aggregates are comprised of gross values trimmed at the 99th percentile relative to net assets.

Fund Type

ETF

Closed-End Fund

Mutual Fund

Prevalent Asset Class

Municipal Bond

Taxable Bond

US Equity

Multi-Asset

Global Equity

Municipal Bond

Taxable Bond

Multi-Asset

US Equity

Global Equity

Municipal Bond

Taxable Bond

Multi-Asset

US Equity

Global Equity

Jan

2023

5.56

4.60

***

2.10

***

10.60

3.48

2.07

***

***

5.96

4.81

1.98

0.48

0.00

Feb

2023

5.61

4.48

***

2.89

***

10.06

3.46

1.92

***

***

5.93

4.87

2.05

***

***

Mar

2023

5.59

4.56

***

2.87

***

10.13

3.39

1.82

***

***

5.97

4.87

2.02

***

***

Apr

2023

5.61

4.56

***

3.04

***

10.66

3.39

1.70

***

***

5.98

4.93

2.01

0.60

0.00

May

2023

5.50

4.52

***

2.95

***

10.63

3.32

1.76

***

***

6.00

4.97

2.11

***

***

Jun

2023

5.48

4.56

***

2.69

***

10.67

3.24

1.72

0.86

0.67

5.98

5.01

2.07

***

***

Jul

2023

5.52

4.57

***

2.60

***

10.88

3.23

1.62

***

***

5.98

5.02

2.04

0.22

0.38

Aug

2023

5.66

4.49

***

2.79

***

10.22

3.12

1.71

***

***

6.11

4.98

2.07

***

***

Sep

2023

5.84

4.39

***

2.78

***

9.24

3.14

1.89

1.65

0.74

6.29

4.93

2.05

0.67

0.27

Oct

2023

5.89

4.28

***

2.69

***

9.37

3.24

1.91

***

***

6.39

4.90

2.08

0.72

0.25

Nov

2023

5.61

4.45

***

3.57

***

10.38

3.10

1.86

***

***

6.13

4.97

2.11

***

***

Dec

2023

5.54

4.57

3.78

3.63

1.99

10.92

3.02

1.75

1.51

0.65

5.97

4.97

2.10

0.58

0.47

9

When not presenting individual maturities we aggregate DV100 values across all maturities reported. Aggregate NAV

used as denominator in percentage calculations only includes funds reporting DV100 in the given categories.

41

May 17, 2024

Analytics Office

Table 10.3: Aggregate Interest Rate Risk, by Currency and Maturity

($Billions)

This table includes fund of funds, relies upon DV100 reported (Form N-PORT, Item B.3.b). The

aggregates are comprised of gross values trimmed at the 99th percentile relative to net assets.

Currency

USD

EUR

JPY

GBP

CAD

Other

Total

Maturity

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

3M

1Y

5Y

10Y

30Y

Subtotal

Total

Jan

2023

3.8

34.1

104.0

107.9

69.2

319.0

0.7

1.3

3.8

4.0

2.2

11.9

0.2

0.2

1.6

2.6

1.9

6.4

0.1

0.2

0.4

0.8

0.7

2.2

0.0

0.1

0.4

0.5

0.3

1.3

0.1

0.9

2.1

2.2

0.7

6.1

347.0

Feb

2023

4.3

34.5

101.9

106.3

67.8

314.8

0.6

1.3

3.7

4.0

2.0

11.7

0.1

0.2

1.5

2.4

1.9

6.1

0.1

0.3

0.5

0.9

0.6

2.4

0.1

0.1

0.3

0.4

0.3

1.3

0.1

0.9

2.1

2.1

0.7

5.9

342.2

Mar

2023

4.5

35.1

103.7

107.3

69.4

320.1

0.4

1.3

3.8

4.2

2.2

12.0

0.2

0.2

1.6

2.6

2.0

6.5

0.1

0.2

0.5

0.9

0.7

2.4

0.0

0.1

0.3

0.4

0.3

1.2

0.1

0.9

2.1

2.2

0.7

6.0

348.2

Apr

2023

4.1

35.4

104.6

109.2

71.1

324.3

0.5

1.4

4.0

4.4

2.2

12.4

0.1

0.2

1.6

2.5

2.0

6.4

0.1

0.2

0.6

0.9

0.7

2.5

0.0

0.1

0.3

0.4

0.3

1.2

0.1

0.9

2.1

2.3

0.7

6.2

353.0

May

2023

4.7

36.7

105.4

108.7

69.2

324.8

0.6

1.3

3.9

4.1

2.1

12.0

0.1

0.2

1.6

2.4

1.9

6.2

0.1

0.3

0.6

1.0

0.6

2.6

0.1

0.1

0.3

0.4

0.3

1.3

0.1

0.8

2.1

2.3

0.7

6.1

352.9

42

Jun

2023

4.6

36.8

106.4

109.7

69.8

327.2

0.7

1.3

3.9

4.4

2.2

12.6

0.1

0.2

1.5

2.4

1.9

6.2

0.1

0.3

0.6

1.0

0.7

2.7

0.1

0.2

0.4

0.5

0.3

1.4

0.2

0.8

2.1

2.5

0.8

6.4

356.6

Jul

2023

4.4

36.8

108.2

111.4

69.9

330.6

0.8

1.3

4.1

4.5

2.2

12.8

0.1

0.2

1.4

2.3

1.9

5.9

0.1

0.3

0.6

1.0

0.7

2.7

0.1

0.2

0.4

0.4

0.3

1.4

0.2

0.9

2.2

2.6

0.8

6.6

360.1

Aug

2023

4.5

36.3

107.0

110.5

68.4

326.7

0.6

1.3

4.1

4.4

2.2

12.6

0.1

0.2

1.4

2.2

1.8

5.6

0.1

0.3

0.6

1.0

0.7

2.7

0.1

0.3

0.4

0.4

0.3

1.4

0.2

0.9

2.3

2.4

0.8

6.6

355.6

Sep

2023

5.2

35.1

104.6

106.3

63.4

314.5

1.2

1.2

4.1

4.1

2.1

12.7

0.1

0.2

1.3

2.1

1.7

5.4

0.2

0.2

0.6

0.9

0.6

2.4

0.1

0.3

0.4

0.4

0.3

1.5

0.2

0.9

2.3

2.3

0.7

6.5

343.0

Oct

2023

5.5

35.2

102.8

104.3

61.1

308.9

1.0

1.2

4.2

4.0

2.0

12.4

0.1

0.2

1.3

2.0

1.6

5.3

0.1

0.2

0.6

0.9

0.6

2.4

0.1

0.3

0.4

0.4

0.3

1.4

0.2

0.9

2.3

2.2

0.7

6.3

336.7

Nov

2023

5.5

36.3

107.8

108.7

66.5

324.8

0.7

1.3

4.3

4.5

2.4

13.2

0.1

0.3

1.5

2.1

1.7

5.7

0.1

0.2

0.6

0.9

0.6

2.5

0.1

0.3

0.4

0.5

0.3

1.6

0.2

0.9

2.4

2.5

0.8

6.8

354.5

Dec

2023

5.4

37.5

109.4

112.5

70.5

335.4

0.6

1.3

4.4

4.7

2.7

13.7

0.1

0.3

1.6

2.2

1.8

6.0

0.1

0.3

0.8

1.0

0.8

3.0

0.1

0.3

0.4

0.5

0.4

1.6

0.1

0.9

2.5

2.6

0.9

7.0

366.7

May 17, 2024

11

Analytics Office

Securities Lending

Table 11.1: Aggregate Gross Value of Securities on Loan by Funds, by

Fund Type and Investment Category of Security on Loan

($Billions)

This table reports the gross value of securities on loan (Form N-PORT, Item C.12.c). Investment

category from asset type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item C.4.b),

adjusted for consensus — see the appendix for more details.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Investment Category

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Total

Jan

2023

102

14

9

10

134

81

19

5

4

109

4

***

***

0

5

248

Feb

2023

109

13

10

10

142

81

18

6

3

108

4

***

***

0

5

255

Mar

2023

125

13

9

10

157

85

16

9

4

114

4

***

***

***

5

275

Apr

2023

117

13

9

11

150

82

18

14

4

117

4

***

0

***

5

272

May

2023

97

12

8

10

128

79

18

10

2

109

4

***

***

0

5

242

Jun

2023

111

12

6

9

138

81

18

4

2

106

3

***

***

***

5

249

Jul

2023

98

12

11

10

132

83

***

***

3

108

4

***

0

***

5

244

Aug

2023

99

12

11

12

133

81

18

9

3

111

4

1

***

***

5

249

Sep

2023

102

12

10

12

136

79

17

6

3

104

4

***

***

***

5

245

Oct

2023

89

12

9

11

121

74

***

***

3

101

4

***

0

***

5

227

Nov

2023

101

13

10

10

134

80

17

6

3

107

4

1

***

***

5

246

Dec

2023

103

12

5

9

130

77

17

7

2

103

4

***

***

***

5

238

Table 11.2: Number of Funds with Securities on Loan, by Fund Type and

Investment Category of Security on Loan

This table reports the number of funds with securities on loan (Form N-PORT, Item C.12.c).

Investment category from asset type (Form N-PORT, Item C.4.a) and issuer type (Form N-PORT, Item

C.4.b), adjusted for consensus — see the appendix for more details.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Investment Category

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Common Equity

Corporate Debt

US Treasury Debt

Other

Subtotal

Total

Jan

2023

2,051

522

130

710

2,714

1,061

160

29

190

1,305

48

***

***

17

53

4,024

Feb

2023

2,042

520

172

709

2,743

1,063

162

33

170

1,305

46

***

***

17

53

4,054

Mar

2023

2,031

502

177

669

2,705

1,056

159

29

178

1,303

43

***

***

***

49

4,009

Apr

2023

2,039

492

178

661

2,696

1,053

162

27

167

1,289

40

***

1

***

46

3,985

43

May

2023

2,002

485

139

644

2,632

1,066

162

28

173

1,296

44

***

***

15

49

3,930

Jun

2023

2,011

506

120

648

2,664

1,045

162

30

170

1,271

42

***

***

***

46

3,933

Jul

2023

1,957

506

164

662

2,635

1,019

***

***

171

1,254

37

***

3

***

42

3,884

Aug

2023

1,961

512

163

688

2,643

1,018

161

29

163

1,249

39

16

***

***

43

3,890

Sep

2023

2,002

504

139

679

2,684

1,018

164

28

160

1,243

38

***

***

***

42

3,923

Oct

2023

1,972

490

134

682

2,637

1,018

***

***

175

1,255

42

***

2

***

47

3,892

Nov

2023

2,015

500

141

657

2,654

1,068

169

34

189

1,317

41

20

***

***

50

3,974

Dec

2023

1,937

498

135

626

2,595

1,030

171

33

160

1,268

38

***

***

***

45

3,860

May 17, 2024

Analytics Office

Table 11.3: Distribution of the Ratio of Aggregate Loaned Value to Fund

Total Assets (Percent)

Funds which do not report securities on loan or report non-positive total assets are excluded (Form

N-PORT, Item B.1.a. and C.12.c).

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

10th

25th

50th

75th

90th

95th

10th

25th

50th

75th

90th

95th

10th

25th

50th

75th

90th

95th

Jan

2023

0.09

0.36

1.16

3.18

6.84

10.87

0.19

0.75

2.65

6.84

13.30

17.86

***

0.39

***

9.12

13.77

***

Feb

2023

0.11

0.40

1.25

3.52

7.59

11.98

0.15

0.65

2.63

7.49

14.35

19.43

***

0.40

1.87

***

***

***

Mar

2023

0.11

0.45

1.44

3.69

7.67

11.77

0.17

0.79

2.90

7.78

14.31

19.46

0.17

0.68

2.04

***

***

25.15

Apr

2023

0.10

0.44

1.41

3.58

7.34

11.75

0.19

0.74

3.08

7.72

14.37

19.27

***

***

***

***

16.53

***

May

2023

0.10

0.37

1.19

3.28

7.37

11.31

0.17

0.67

2.58

7.19

13.40

17.75

***

0.58

2.10

***

***

***

44

Jun

2023

0.11

0.40

1.26

3.23

6.90

10.79

0.17

0.72

2.60

7.49

14.83

19.36

0.34

***

***

***

***

25.03

Jul

2023

0.09

0.36

1.09

3.04

6.63

10.67

0.17

0.68

2.52

7.14

14.18

18.88

***

***

***

***

***

***

Aug

2023

0.08

0.35

1.14

3.18

6.66

11.16

0.14

0.60

2.42

6.69

14.52

19.13

***

0.71

2.61

***

***

***

Sep

2023

0.09

0.39

1.22

3.34

7.11

11.38

0.15

0.69

2.69

6.93

14.11

18.69

***

***

***

***

***

29.18

Oct

2023

0.08

0.33

1.12

3.32

7.39

12.45

0.13

0.62

2.45

7.14

14.84

20.16

***

0.30

***

***

***

***

Nov

2023

0.10

0.38

1.19

3.30

7.00

11.34

0.11

0.60

2.32

6.80

13.63

17.90

***

0.28

2.35

6.71

***

***

Dec

2023

0.09

0.32

1.16

3.22

6.79

10.76

0.13

0.54

2.24

6.31

12.19

16.87

0.06

***

***

***

***

25.32

May 17, 2024

Analytics Office

Table 11.4: Aggregate Borrowing of Securities from Funds, by

Counterparty ($Billions)

Relies only on publicly-available information reported on Form N-PORT, Item B.4 corresponding to the

third month of the fiscal quarter of each fund and presents counterparty information by legal

identity. Valid LEIs are mapped to their legal name using reference information sourced from GLEIF.

Each legal name in the table below is hyperlinked to the GLEIF website.

Counterparty

BOFA SECURITIES INC

MORGAN STANLEY CO LLC

GOLDMAN SACHS CO LLC

JP MORGAN SECURITIES LLC

CITIGROUP GLOBAL MARKETS INC

BARCLAYS CAPITAL INC

BARCLAYS BANK PLC

BNP PARIBAS PRIME BROKERAGE...

STATE STREET BANK

BNP PARIBAS SECURITIES CORP

UBS AG

TD PRIME SERVICES LLC

WELLS FARGO SECURITIES LLC

RBC CAPITAL MARKETS LLC

NATIONAL FINANCIAL SERVICES...

SCOTIA CAPITAL USA INC

WELLS FARGO BANK NA

MORGAN STANLEY CO INTL PLC

NOMURA SECURITIES INTL INC

GOLDMAN SACHS INTL

BMO CAPITAL MARKETS CORP

JEFFERIES LLC

BNP PARIBAS

HSBC BANK PLC

ING FINANCIAL MARKETS LLC

JP MORGAN SECURITIES PLC

SCOTIA CAPITAL INC

UBS SECURITIES LLC

MIZUHO SECURITIES USA LLC

PERSHING LLC

SOCIETE GENERALE

BMO NESBITT BURNS INC

SG AMERICAS SECURITIES LLC

JANNEY MONTGOMERY SCOTT LLC

CANADIAN IMPERIAL BANK OF...

CREDIT AGRICOLE CORPORATE AND...

DEUTSCHE BANK SECURITIES INC

BARCLAYS CAPITAL SECURITIES...

CITADEL CLEARING LLC

SOCIETE GENERALE NEW

BANK OF NOVA SCOTIA

NBC GLOBAL FINANCE LTD

RBC DOMINION SECURITIES INC

CITIGROUP GLOBAL MARKETS LTD

MUFG SECURITIES EMEA PLC

NATIXIS SECURITIES AMERICAS...

MIZUHO SECURITIES USA INC

HSBC SECURITIES USA INC

MUFG SECURITIES AMERICAS INC

CF SECURED LLC

Other Borrowers

Invalid LEI

Total

Jan

2023

28.8

27.7

34.0

24.8

17.3

14.1

9.3

9.0

6.1

3.4

3.9

4.7

4.3

3.8

3.1

3.9

2.2

1.3

2.5

2.1

2.0

2.1

2.5

2.5

1.9

2.4

0.0

2.3

1.1

0.8

0.6

0.1

1.2

0.4

0.1

0.8

1.0

0.6

0.7

0.0

0.7

1.2

0.4

0.9

0.1

0.3

0.1

0.4

0.2

0.1

7.4

0.6

241.7

Feb

2023

28.6

27.3

34.0

24.7

17.2

15.0

10.0

8.9

6.6

3.8

3.8

4.9

4.3

3.5

3.0

3.9

2.3

1.1

3.1

2.3

2.2

2.2

2.5

2.6

1.8

2.4

0.0

2.4

1.1

1.0

0.6

0.1

1.1

0.5

0.1

0.8

1.0

0.5

0.7

0.0

0.7

1.2

0.4

0.8

0.1

0.3

0.1

0.5

0.2

0.2

7.3

0.6

244.1

Mar

2023

28.5

26.6

36.5

23.4

18.8

15.1

10.1

8.9

6.4

4.2

4.1

5.1

4.5

3.8

3.4

3.7

2.1

1.3

3.0

2.6

2.8

2.2

2.7

1.8

5.1

2.6

0.1

2.5

1.0

1.1

0.4

0.2

1.2

0.5

0.2

0.9

0.9

0.6

1.0

0.0

0.7

1.1

0.5

0.9

0.2

0.5

0.1

0.6

0.1

0.2

7.2

0.2

252.1

Apr

2023

29.5

26.3

36.0

24.7

21.5

15.9

11.0

8.5

6.7

5.1

4.4

5.6

4.3

3.7

3.2

3.6

2.1

1.4

2.9

2.9

3.0

3.1

3.0

1.6

5.0

3.0

0.1

2.8

0.9

1.0

0.6

0.2

1.0

0.6

0.6

1.0

0.9

0.6

1.1

0.0

0.6

1.0

0.6

1.5

0.3

0.5

0.2

0.5

0.1

0.2

6.9

0.2

262.0

45

May

2023

29.0

26.5

36.5

25.5

22.3

15.4

11.0

8.8

6.6

4.9

4.5

5.9

4.3

3.6

3.2

3.6

2.1

1.7

2.5

3.2

3.2

3.2

3.0

1.7

5.1

3.1

0.1

2.7

1.4

1.1

0.7

0.2

1.1

0.6

1.2

1.0

1.4

0.6

1.1

0.0

0.7

1.0

0.6

1.5

0.4

0.5

0.2

0.5

0.2

0.1

6.1

0.2

265.6

Jun

2023

29.9

26.8

31.8

24.3

19.9

16.2

12.8

9.0

7.2

4.6

4.6

5.1

4.0

3.6

3.3

3.3

2.2

1.4

3.1

3.1

3.0

3.2

2.8

1.6

3.2

2.8

0.0

2.2

1.4

1.0

0.7

0.4

1.0

0.8

1.2

1.0

1.4

0.8

1.1

0.1

0.8

0.9

0.6

1.3

0.3

0.2

0.2

0.4

0.2

0.0

5.9

0.2

256.9

Jul

2023

28.2

26.1

29.0

23.1

16.7

15.7

12.0

9.0

7.3

4.4

4.3

5.0

4.3

3.5

3.3

3.0

2.2

2.7

3.1

3.3

2.6

2.6

2.5

1.6

3.0

2.6

0.0

2.1

1.7

1.0

1.3

0.5

0.9

0.8

1.2

1.0

1.4

0.7

1.0

0.1

1.1

0.2

0.5

0.7

0.2

0.2

0.1

0.4

0.2

0.0

6.3

0.2

245.3

Aug

2023

28.6

25.6

28.0

24.7

15.6

15.9

11.6

8.9

7.6

4.6

4.4

4.9

4.3

3.3

3.2

3.1

2.4

2.9

2.9

3.1

2.3

2.6

2.5

1.7

3.0

2.5

0.1

2.0

1.3

1.1

1.1

0.6

0.8

0.8

1.0

1.2

1.1

0.7

1.1

0.1

1.1

0.2

0.5

0.7

0.2

0.2

0.1

0.4

0.2

0.1

6.4

0.2

243.4

Sep

2023

27.3

24.4

26.2

23.4

15.9

14.3

11.4

8.1

6.7

5.4

4.7

5.3

4.3

3.5

3.0

3.2

2.9

2.9

2.8

3.4

2.3

2.3

2.5

1.7

3.1

2.5

1.4

1.9

1.6

1.1

1.1

0.5

0.6

0.8

1.0

1.2

0.9

0.4

1.0

0.1

0.9

0.2

0.5

0.5

0.6

0.9

0.3

0.4

0.2

0.1

6.3

0.2

238.5

Oct

2023

26.6

24.9

25.1

23.8

15.1

13.6

11.0

8.0

6.2

5.4

4.8

5.0

3.7

3.7

3.0

3.2

3.2

2.8

2.5

3.2

2.7

2.1

2.6

1.8

3.5

2.7

1.4

1.4

1.6

1.0

0.7

0.5

0.7

0.8

0.9

1.0

0.8

0.3

0.9

0.4

0.6

0.6

0.4

0.6

0.5

0.9

0.5

0.4

0.2

0.1

6.0

0.1

233.6

Nov

2023

26.7

25.1

24.5

20.0

15.6

14.0

10.4

8.2

6.3

6.0

4.8

5.4

3.6

3.9

3.0

3.3

3.2

2.9

2.7

3.0

2.8

2.2

2.6

1.8

3.5

2.5

1.4

1.6

1.6

1.0

0.7

0.6

0.8

0.8

0.8

0.8

0.6

0.4

0.8

0.4

0.6

0.6

0.5

0.5

0.5

0.9

0.5

0.4

0.3

0.4

6.2

0.1

231.6

Dec

2023

26.2

25.6

23.9

22.1

17.3

12.5

10.4

7.6

7.0

6.9

4.5

4.5

4.3

3.8

3.3

3.3

3.1

2.9

2.9

2.8

2.6

2.6

2.5

2.5

2.5

2.3

1.4

1.3

1.2

1.1

0.9

0.8

0.8

0.8

0.8

0.7

0.7

0.6

0.6

0.6

0.6

0.5

0.5

0.5

0.5

0.4

0.4

0.4

0.4

0.4

6.6

0.2

233.5

May 17, 2024

Analytics Office

Table 11.5: Aggregate Collateral Received from Borrowers for Securities

Lent by Funds ($Billions)

This table reports aggregate cash collateral (Form N-PORT, Item C.12.a) and non-cash collateral

(Form N-PORT, Item B.4.b.ii and Item C.12.b), by fund type.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Collateral Type

Cash

Non-Cash

Subtotal

Cash

Non-Cash

Subtotal

Cash

Non-Cash

Subtotal

Total

Jan

2023

121

17

138

107

6

113

3

0

3

255

Feb

2023

127

18

145

105

6

112

3

0

3

260

Mar

2023

142

19

162

110

8

117

***

***

3

282

Apr

2023

136

19

155

114

8

121

3

0

3

280

May

2023

120

16

136

106

8

114

***

***

3

253

Jun

2023

123

19

142

102

8

110

***

***

3

255

Jul

2023

118

18

136

105

8

112

3

0

3

251

Aug

2023

119

18

138

108

7

115

3

0

3

256

Sep

2023

122

20

142

101

8

109

***

***

3

254

Oct

2023

109

16

125

99

7

106

3

0

3

235

Nov

2023

118

20

138

102

9

111

3

0

3

252

Dec

2023

116

20

136

99

10

108

***

***

3

248

Table 11.6: Distribution of Total Collateral Provided by Borrowers of

Securities to Aggregate Gross Value of those Securities on

Loan by Funds

This table reports aggregate collateral (Form N-PORT, Items C.12.a, B.4.b.ii and C.12.b) as a

fraction of securities on loan (Form N-PORT, Item C.12.c), by fund type. Funds which do not report

securities on loan are excluded.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

25th

50th

75th

25th

50th

75th

25th

50th

75th

Jan

2023

102

102

104

102

103

105

***

102

***

Feb

2023

102

103

105

102

103

105

***

103

105

Mar

2023

101

102

104

101

102

105

***

***

***

Apr

2023

102

102

104

102

103

105

***

102

105

46

May

2023

102

103

105

102

104

106

***

***

106

Jun

2023

102

102

104

102

103

105

***

***

***

Jul

2023

102

102

104

102

102

104

***

102

103

Aug

2023

102

103

105

102

103

105

***

103

***

Sep

2023

102

103

105

102

103

105

***

***

***

Oct

2023

102

102

104

102

103

105

***

102

107

Nov

2023

102

103

105

102

103

105

***

102

106

Dec

2023

102

103

105

103

104

106

***

***

***

May 17, 2024

12

Analytics Office

Borrowing

Table 12.1: Aggregate Fund Borrowings, by Fund Type ($Billions)

This table relies upon borrowings reported pursuant to Rule 6-04(13)(a) of Regulation S-X (Form

N-PORT, Item B.2.c) and includes borrowing from Funds of Funds.

Fund Type

Closed-End Fund

Mutual Fund

ETF

Total

Notes Payable

Within One Year

After One Year

Subtotal

Within One Year

After One Year

Subtotal

Within One Year

After One Year

Subtotal

Total

Jan

2023

26.6

18.3

44.8

33.1

5.3

38.3

***

0.0

***

83.5

Feb

2023

26.8

17.6

44.3

31.0

5.0

36.0

0.4

0.2

0.6

80.9

Mar

2023

26.6

17.2

43.8

38.0

4.9

42.9

***

***

0.4

87.1

Apr

2023

26.0

17.0

42.9

32.5

4.7

37.2

0.4

0.0

0.4

80.5

May

2023

25.5

16.9

42.4

32.6

4.6

37.3

***

***

1.0

80.7

Jun

2023

24.9

17.8

42.7

33.9

5.9

39.7

***

***

0.4

82.9

Jul

2023

24.7

17.8

42.5

28.8

5.5

34.3

***

0.0

***

77.2

Aug

2023

25.2

17.5

42.7

27.4

5.7

33.1

0.4

0.5

0.8

76.6

Sep

2023

24.8

17.8

42.6

28.2

5.7

33.9

***

***

0.7

77.2

Oct

2023

24.3

21.7

45.9

27.8

7.2

35.0

***

0.0

***

81.4

Nov

2023

24.4

22.1

46.5

31.3

5.5

36.8

0.4

0.8

1.2

84.5

Dec

2023

25.2

22.4

47.6

36.1

4.4

40.5

***

***

0.4

88.6

Table 12.2: Aggregate Payables for Investments Purchased by Funds, by

Fund Type and Basis of Purchase ($Billions)

This table relies upon aggregate payables for investments purchased (Form N-PORT, Item B.2.d).

Fund Type

Mutual Fund

ETF

Closed-End Fund

Total

Basis of Purchase

Delayed Delivery

Standby Commitment

Subtotal

Delayed Delivery

Standby Commitment

Subtotal

Delayed Delivery

Standby Commitment

Subtotal

Total

Jan

2023

105.9

45.5

151.4

8.2

2.7

10.9

***

***

2.5

164.8

Feb

2023

95.9

39.6

135.5

***

***

7.8

***

***

2.8

146.1

Mar

2023

108.0

52.2

160.2

***

***

8.0

***

***

2.2

170.4

Apr

2023

92.2

38.8

131.0

4.8

3.0

7.8

***

***

2.8

141.6

May

2023

90.4

44.7

135.2

***

***

9.4

***

***

2.5

147.1

Jun

2023

89.1

41.0

130.1

***

***

9.7

***

***

2.6

142.4

Jul

2023

87.6

38.2

125.8

5.4

4.5

9.9

***

***

2.7

138.4

Aug

2023

86.4

40.8

127.2

***

***

8.7

***

***

2.5

138.4

Sep

2023

99.9

35.9

135.9

***

***

8.9

***

***

2.6

147.4

Oct

2023

111.9

35.8

147.7

6.4

3.4

9.8

***

***

2.5

160.1

Nov

2023

112.1

35.8

147.8

***

***

10.4

***

***

2.4

160.6

Dec

2023

82.7

33.0

115.7

***

***

10.1

***

***

2.1

127.9

Table 12.3: Distribution of Total Assets to Net Assets, by Fund Type

(Percent)

Relies on Form N-PORT, Item B.1.a. and B.1.c. and removes any observations with non-positive net

assets, or total assets less than net assets.

Fund Type

Mutual Fund

ETF

Closed-End Fund

Percentile

10th

25th

50th

75th

90th

10th

25th

50th

75th

90th

10th

25th

50th

75th

90th

Jan

2023

100.1

100.1

100.5

102.2

109.6

100.0

100.1

101.1

105.4

117.4

100.3

101.6

119.5

151.0

165.7

Feb

2023

100.1

100.1

100.5

102.2

109.6

100.0

100.1

100.9

105.3

118.3

100.3

101.4

119.0

152.2

167.3

Mar

2023

100.1

100.1

100.5

102.3

110.5

100.0

100.1

101.0

105.1

116.0

100.3

102.3

119.2

152.4

166.9

Apr

2023

100.1

100.1

100.5

102.3

109.6

100.0

100.1

100.9

104.7

115.7

100.4

101.6

119.0

152.0

166.3

May

2023

100.1

100.1

100.5

102.1

109.4

100.0

100.1

100.9

104.7

115.5

100.4

101.6

119.2

151.7

167.0

47

Jun

2023

100.1

100.1

100.6

102.3

109.0

100.0

100.1

101.0

104.9

115.8

100.3

101.7

118.9

149.9

166.0

Jul

2023

100.1

100.1

100.5

102.0

108.8

100.0

100.1

100.8

104.7

116.2

100.3

101.6

118.2

149.9

165.3

Aug

2023

100.1

100.1

100.4

101.9

108.7

100.0

100.1

100.8

104.3

115.2

100.3

101.3

118.4

150.3

166.8

Sep

2023

100.1

100.2

100.6

102.2

109.3

100.0

100.1

100.9

104.1

114.2

100.4

101.8

118.7

152.0

170.6

Oct

2023

100.1

100.1

100.5

102.2

109.0

100.0

100.1

100.8

104.6

115.7

100.3

101.3

119.8

153.2

173.2

Nov

2023

100.1

100.1

100.5

102.1

108.7

100.0

100.1

101.0

104.8

114.5

100.3

101.6

118.1

148.2

166.1

Dec

2023

100.1

100.1

100.4

101.9

108.0

100.0

100.1

101.1

104.5

114.1

100.4

102.0

118.5

145.9

162.3

May 17, 2024

13

Appendices

13.1

Interval Notation

Analytics Office

Interval notation (e.g., [a, b], [a, b), (a, b], and (a, b)) is a way to describe the range of values

specified by an ordered pair (in this case, a and b). In particular, [a, b] includes all values from a to b

including both a and b. [a, b) includes all values from a to b including a, but not b. (a, b] includes all

values from a to b including b, but not a. (a, b) includes all values from a to b excluding both a and b.

13.2

Mitigating the Effects of Outliers

Regulatory filing data occasionally contains inconsistent reporting or spurious outliers. While

Analytics Office staff actively engages in outreach to identify and correct such values, not all

aberrant values have been corrected as of this writing. To reduce the effect of these outliers on the

aggregate measures reported here, we have chosen to winsorize or trim some data sets.

Winsorization is a technique for reducing the effect of outliers by reducing the size of the largest

and smallest values in a distribution.10 For example, to calculate a 95%/5% winsorized data set, all

the values above the ninety-fifth percentile are set to the value of the ninety-fifth percentile, and all

the values below the fifth percentile are set to the value of the fifth percentile. Effectively, this

procedure makes the very largest values smaller (but still large), and all the smallest values larger

(but still small). This approach can be more effective than trimming (simply removing the largest

and/or smallest values) because it does not change the number of data points and does not change

the median or other percentile values within the 95%/5% range. All instances of winsorization or

trimming have been noted and include the affected percentiles.

13.3

Consensus Categories

For all positions with either an ISIN or CUSIP reported for the position, we collect the most

recently reported value for asset type (Item C.4.a), issuer type (Item C.4.b), country of investment

(Item C.5.a), and country of risk (Item C.5.b) for each fund. For any one of these categories, we

determine the consensus category (ignoring any funds that report “Other” or “N/A”) by requiring at

least 80% agreement with 95% confidence. We then apply the consensus categories to all reported

holdings of the same position by all funds over time.

For example, consider a particular CUSIP/ISIN that is currently reported by 25 funds. Assume

further that nineteen report the holding as “Debt” in Item C.4.a, five report the holding as “Other,”

while one reports the positions as “Equity.” We would drop from consideration the “Other”

reporting and find that 95% of funds currently report the position as “Debt.” Further, the margin of

10

Such techniques are known as ‘robust statistics’, reviewed for example in Wilcox (2012), Introduction to Robust

Estimation & Hypothesis Testing, 3rd Edition.

48

May 17, 2024

Analytics Office

p

error in this measurement is 1.645 (0.8)(1 − 0.8)/20 = 14.7%. We find the consensus category for

this position is Debt and apply this category to all reported holdings of this CUSIP/ISIN over time.

13.4

Prevalent Asset Class

For each fund, and each reporting period, we collect the aggregate reported value for asset type

(Item C.4.a), and value (Item C.2.c) using the consensus categories for all positions. We then

aggregate the gross market value by three broad asset classes (Equity, Fixed Income, and

Multi-Asset) and calculate the respective allocations as a percent of the aggregate gross value

reported. We then compute the rolling average (12 months ending on the relevant reporting period).

If the largest fractional allocation is greater than 75%, we assign the fund’s prevalent asset class as

this broad asset class for the reporting period in question. For those cases where the 75% threshold

is not exceeded, we assign the prevalent asset class as “Multi-Asset”.

For the fund observations that have an Equity broad asset class, if the fraction of equity

holdings allocated to US-issued equities exceeds 67% then we define the fund’s prevalent asset class

as “US Equity” for that reporting period and “Global Equity” otherwise. For the fund observations

that have an Fixed-Income broad asset class, if the fraction of fixed-income holdings allocated to

municipal debt exceeds 67% then we define the fund’s prevalent asset class as “Municipal Bond” for

that reporting period and “Taxable Bond” otherwise.

49

May 17, 2024

13.5

Analytics Office

Definitions

Included by reference are all definitions included in the General Instructions or question specific instructions of

Form N-CEN and Form N-PORT.

Closed-End Fund

Any Fund registered on Form N-2 as a closed-end management investment company. This includes, for example, any interval funds (Form

N-CEN, Item C.3.d) or non-traded fund registered on Form N-2.

DV100

Measure of interest rate risk that indicates the change in value of the

portfolio resulting from a 100 basis point change in interest rates.

ETF

Any Fund, or shareclass, that is part of an open-end management investment company registered on Form N-1A that is identified as an

exchange-traded fund on Form N-CEN, Item C.3 or as a unit investment trust on Form N-8B-2.

Fund(s)

Each separate series of an individual registrant reported on Form NCEN and Form N-PORT or, if an individual registrant does not offer a

separate series, the registrant.

Fund of Fund

Any Fund that is identified as a fund of fund or a feeder fund on Form

N-CEN, Item C.3. A fund that acquires securities issued by any other

investment company in excess of the amounts permitted under paragraph (A) of section 12(d)(1) of the Act (15 U.S.C. 80a-12(d)(1)(A)),

but does not include a fund that acquires securities issued by another investment company solely in reliance on rule 12d1-1 under the Act (CFR

270.12d1-1).

Index Fund

Any Fund that is identified as an index fund or that seeks to achieve a

multiple of an index on Form N-CEN, Item C.3 or is registered under the

Act on Form N-8B-2. Additionally, any fund that has the term“index”

in the fund name and has not yet reported on Form N-CEN.

Large Entity

Funds that together with other investment companies in the same group

of related investment companies have net assets of $1 billion or more as

of the end of the most recent fiscal year of the fund.

Mutual Fund

Any Fund that is part of an open-end management investment company

registered on Form N-1A or N-3, excluding ETFs registered on Form N1A as indicated on Form N-CEN, Item C.3. This includes, for example,

underlying funds of a variable annuity or variable life insurance contract

(Form N-CEN, Item C.3.i) that are registered on Form N-1A or separate

accounts offering variable annuity contracts registered on Form N-3.

Non-Index Fund

Any Fund that is not an Index Fund.

50

This is a copy of a public record, reproduced as it was published. It is not legal advice, and it may not be the version a court would rely on. Check the official source before you cite it.

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