Backblaze - disk failure report Q1 2023

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In the first quarter of 2023, the company Backblaze, which specializes in backup and storage, among other things, conducted an analysis of the reliability and performance of data storage systems.

During their tests, they had a sizable pool of 241,678 drives, a diverse mix of HDD and SSD media, with different makes, models and capacities. Of this pool, 4,400 were labeled as startup drives, with most of the 3,038 units being SSDs and the remaining 1,362 being HDDs.

HDD failure rates in Q1 2023.

Producent

Model

Disk size

Number of drives

Average age of the drive (per month)

Days of disk operation

Number of failures

AFR

HGST

HMS5C4040ALE640

 

4TB

3,722

80.0

334,847

1

0.11%

HGST

HMS5C4040BLE640

 

4TB

12,728

77.0

1,145,343

12

0.38%

HGST

HGST HUH728080ALE600

8TB

1,116

59.4

99,522

5

1.83%

HGST

HGST HUH728080ALE604

8TB

93

68.3

8,434

1

4.33%

HGST

HGST HUH721212ALE600

12TB

2,606

41.8

232,402

1

0.16%

HGST

HGST HUH721212ALE604

12TB

13,151

24.2

1,178,671

23

0.71%

HGST

HUH721212ALN604

12TB

10,690

47.7

959,203

77

2.93%

Seagate

ST4000DM000

4TB

18,070

88.9

1,633,962

170

3.80%

Seagate

ST6000DX000

6TB

884

95.4

79,651

2

0.92%

Seagate

ST8000DM002

8TB

9,467

77.6

855,217

49

2.09%

Seagate

ST8000NM000A

8TB

96

14.3

7,456

0

0.00%

Seagate

ST8000NM0055

8TB

14,331

65.8

1,296,710

132

3.72%

Seagate

ST10000NM0086

10TB

1,159

63.5

105,443

14

4.85%

Seagate

ST12000NM0007

12TB

1,239

40.6

112,607

23

7.46%

Seagate

ST12000NM0008

12TB

19,749

35.9

1,774,769

120

2.47%

Seagate

ST12000NM001G

12TB

12,805

27.4

1,137,007

26

0.83%

Seagate

ST14000NM001G

14TB

10,760

25.7

962,379

35

1.33%

Seagate

ST14000NM0138

14TB

1,497

27.8

134,818

23

6.23%

Seagate

ST16000NM001G

16TB

21,910

15.6

1,897,163

31

0.60%

Seagate

ST16000NM002J

16TB

310

9.5

27,590

0

0.00%

Toshiba

MD04ABA400V

4TB

94

94.3

8,460

0

0.00%

Toshiba

HDWF180

8TB

60

17.5

2,186

0

0.00%

Toshiba

MG07ACA14TA

14TB

38,156

28.9

3,421,785

109

1.16%

Toshiba

MG07ACA14TEY

14TB

577

22.7

50,665

3

2.16%

Toshiba

MG08ACA16TA

16TB

5,194

10.7

440,772

4

0.33%

Toshiba

MG08ACA16TE

16TB

5,932

17.7

529,316

9

0.62%

Toshiba

MG08ACA16TEY

16TB

5,288

15.8

470,414

1

0.08%

WDC

WUH721414ALE6L4

14TB

8,412

27.7

754,296

10

0.48%

WDC

WUH721816ALE6L0

16TB

2,699

17.8

240,256

2

0.30%

WDC

WUH721816ALE6L4

16TB

14,098

6.3

1,128,989

6

0.19%

 

 

Razem

236,893

 

21,030,333

889

1.54%

Increase in failure rate: The annual failure rate (AFR) in Q1 2023 rose to 1.54%, up from 1.21% in Q4 2022 and 1.22% in Q1 2022. It is noteworthy that three drives doubled their AFR values in Q1 2023 compared to the previous quarter, which deserves special attention.

 

4th quarter 2022

First quarter 2023

Quarter-on-quarter growth

Producent

Model

Disk size

Dni pracy dysku

AFR

Days of disk operation

AFR

HGST

HUH721212ALN604

 

12TB

991,452

0.85%

959,203

2.93%

246%

Seagate

ST12000NM0007

 

12TB

116.481

3.13%

112,607

7.46%

138%

WDC

WUH721414ALE6L4

14TB

773,570

0.14%

754,296

0.48%

242%

Virtually zero failure rate: the table below lists the disk models that failed or suffered a single failure in Q1 2023.

Producent

Model

Disk size

Number of drives

Average age of the drive (per month)

Number of failures

AFR

Toshiba

MD04ABA400V

4TB

94

8,460

0

0.0%

Seagate

ST8000NM000A

8TB

96

7,456

0

0.0%

Toshiba

HDWF180

8TB

60

2,186

0

0.0%

Seagate

ST16000NM002J

16TB

310

27,590

0

0.0%

HGST

HMS5C4040ALE640

4TB

3,722

334,847

1

0.1%

HGST

HUH728080ALE604

8TB

93

8,434

1

4.3%

HGST

HUH721212ALE600

12TB

2,606

232,402

1

0.2%

Toshiba

MG08ACA16TEY

16TB

5,288

470,414

1

0.1%

Annualized failure rates in Q1 2023 by disk size and manufacturer

Source: https://www.backblaze.com/blog/backblaze-drive-stats-for-q1-2023//

The analysis includes all drive sizes used, but both the 6 TB and 10 TB categories consisted of a single model with a limited number of days worked per quarter: 79,651 for the 6 TB drives and 105,443 for the 10 TB drives. The other disk sizes in Backblaze's inventory have at least 2.2 million days in service, adding credibility to their quarterly annual failure rates.

Source: https://www.backblaze.com/blog/backblaze-drive-stats-for-q1-2023//

The accompanying chart aggregates all drive models from each manufacturer, regardless of their age. In this data set, many of the older models are from Seagate, contributing to the higher overall AFR. For example, Seagate supplies 60% of 4TB drives with an average age of 89 months, and more than 95% of 8TB drives with an average age of more than 70 months. According to hard drive life studies, older drives are more likely to fail.

However, there are some exceptions, such as the 6TB Seagate drives in this data set. Despite an average age of 95.4 months, these drives showed a Q1 2023 AFR of 0.92% and a lifetime AFR of 0.89%

Average drive life cycle by model and size

The following set of statistics takes into account failures of 72 disk drive models, excluding boot drives. To streamline the analysis, the list was limited to models with 50 or more recorded failures. As a result, 30 models are included, sorted by average failure age.

Producent

Model

Size in TB

Number of failures

Annual average

Number of failures per month

WDC

WD10EADS

1

64

4

8

Seagate

ST31500541AS

1.5

397

4

2

Seagate

ST31500341AS

1.5

216

4

1

HGST

HDS722020ALA330

2

235

4

1

Seagate

ST10000NM0086

10

120

3

10

Seagate

ST8000DM002

8

808

3

8

HGST

HDS723030ALA640

3

73

3

6

Seagate

ST4000DX000

4

81

3

6

Seagate

ST8000NM0055

8

1,288

3

4

HGST

HDS5C3030ALA630

3

150

3

3

Seagate

ST4000DM000

4

5,249

3

3

HGST

HMS5C4040BLE640

4

390

2

7

HGST

HUH721212ALN604

12

290

2

7

Seagate

ST6000DX000

6

96

2

5

HGST

HMS5C4040ALE640

4

217

2

4

Seagate

ST3000DM001

3

1,708

2

0

Seagate

ST12000NM0008

12

888

1

12

HGST

HDS5C4040ALE630

4

89

1

11

Toshiba

MG07ACA14TA

14

852

1

9

WDC

WD60EFRX

6

72

1

8

Seagate

ST12000NM0007

12

2,023

1

6

Seagate

ST12000NM001G

12

217

1

6

Seagate

ST14000NM001G

14

257

1

5

Seagate

ST14000NM0138

14

187

1

4

WDC

WD30EFRX

3

174

1

2

Seagate

ST1500DL003

1.5

90

1

1

HGST

HUH721212ALE604

12

128

1

1

WDC

WUH721414ALE6L4

14

53

1

1

Seagate

ST16000NM001G

16

211

0

12

Toshiba

MG08ACA16TE

16

108

0

9

As you might expect, some disk drive models exceed or fall short of the overall average failure age of two and a half years. Smaller models (1TB, 1.5TB, 2TB, etc.) often exceed this average, while larger models (12TB, 14TB, etc.) typically fall below.

The following analysis examines these trends, sorting the average age of failure by disk size.

Size in TB

Number of failures

Annual average

Number of failures per month

1

76

4

7

1.5

704

3

9

2

309

3

6

23 3

2,168

2

1

4

6,098

3

2

5

2

0

8

6

168

2

1

8

2,160

3

5

10

120

3

10

12

3,579

1

8

14

1,368

1

7

16

399

0

10

18

6

0

10

SUMMARY

The overall lifetime AFR for all drives listed is 1.40%, up slightly from 1.39% in the previous quarter. The rate appears to be stabilizing around 1.40% for all Backblaze drives, although each model has its own unique AFR.

Disk statistics have been collected for a decade and form the basis of these reports. With these statistics, it is possible to detect potential problems early, make informed decisions about drive performance and provide additional assurance in this regard.

Source:

https://www.backblaze.com/blog/backblaze-drive-stats-for-q1-2023//

Related Pages:

  1. Backblaze - disk failure report
  2. Supermicro SuperStorage Solutions