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Fastest GitHub Actions runners: disk I/O.

fio inside the job workspace of 90 runners from 9 providers, 2 to 12 vCPU. These are the disk's limits. A build goes through the Linux page cache and often never reaches them, so a large gap here can be no gap on a build.

Fastest QD1 read, x64 at 4 vCPU 84,602 Blacksmith 4 vCPU · reads/s
Fastest QD1 read, arm64 at 4 vCPU 25,272 Blacksmith 4 vCPU · reads/s
GitHub at 4 vCPU 6,035 x64 QD1 reads/s on GitHub 4-core
Fastest synced writes, x64 at 4 vCPU 20,425 Blacksmith 4 vCPU · writes/s · nobarrier mount
tmpfs, for scale 1.2M QD1 reads/s on RunsOn r8a.2xlarge · tmpfs: the workspace in RAM

Latency per provider

Each provider's best disk, RunsOn once per storage (the Storage pill). QD1 is one 4k read at a time: what a database or a cold read pays. Most build steps batch their I/O through the page cache. tmpfs is RAM, not a disk: add it to see the gap on the same scale.

QD1 random readx64 · 4k, one request in flight · IOPS, higher is better
  1. Blacksmith4 vCPUVM disk84,602, p99 14 µs, ×1.00
  2. Namespace8 vCPU8x32 · VM disk77,750, p99 13 µs, ×0.92
  3. StarSling8 vCPUVM disk60,828, p99 17 µs, ×0.72
  4. Avrea2 vCPUVM disk45,837, p99 17 µs, ×0.54
  5. Warpbuild8 vCPUVM disk27,503, p99 48 µs, ×0.33
  6. RunsOn2 vCPUi7i.large · local NVMe12,093, p99 220 µs, ×0.14
  7. Ubicloud8 vCPUpremium · VM disk11,190, p99 136 µs, ×0.13
  8. GitHub8 vCPUVM disk7,942, p99 202 µs, ×0.09
  9. RunsOn2 vCPUr8a.large · EBS gp31,844, p99 799 µs, ×0.02
  10. AWS CodeBuild2 vCPUsmall · EBS1,758, p99 823 µs, ×0.02

Fastest x64 QD1 read: Blacksmith (84,602), ahead of Namespace (77,750).tmpfs for scale: 1,156,647 on RunsOn r8a.2xlarge · tmpfs.

Synced writesx64 · 4k + fdatasync · IOPS, higher is better
  1. Blacksmith4 vCPUVM disk · nobarrier20,425, p99 22 µs, ×1.00
  2. Namespace2 vCPU2x8 · VM disk17,899, p99 21 µs, ×0.88
  3. RunsOn2 vCPUi7i.large · local NVMe13,427, p99 31 µs, ×0.66
  4. Avrea4 vCPUVM disk8,386, p99 42 µs, ×0.41
  5. GitHub2 vCPUVM disk · nobarrier4,336, p99 210 µs, ×0.21
  6. Ubicloud8 vCPUpremium · VM disk4,203, p99 338 µs, ×0.21
  7. StarSling8 vCPUVM disk · volatile3,095, p99 28 µs, ×0.15
  8. Warpbuild8 vCPUVM disk2,061, p99 116 µs, ×0.10
  9. AWS CodeBuild2 vCPUsmall · EBS563, p99 995 µs, ×0.03
  10. RunsOn2 vCPUm8azn.large · EBS gp3 · nobarrier542, p99 971 µs, ×0.03

Fastest x64 synced writes: Blacksmith (20,425), ahead of Namespace (17,899).volatile and nobarrier mounts make each flush cheaper by making it less durable.

QD1 random readx64 at 2 vCPU · 4k, one request in flight · IOPS, higher is better
  1. Namespace2 vCPU2x8 · VM disk77,442, p99 13 µs, ×1.00
  2. Blacksmith2 vCPUVM disk66,914, p99 17 µs, ×0.86
  3. Avrea2 vCPUVM disk45,837, p99 17 µs, ×0.59
  4. Warpbuild2 vCPUVM disk24,646, p99 59 µs, ×0.32
  5. RunsOn2 vCPUi7i.large · local NVMe12,093, p99 220 µs, ×0.16
  6. Ubicloud2 vCPUstandard · VM disk6,907, p99 1,106 µs, ×0.09
  7. GitHub2 vCPUVM disk6,578, p99 255 µs, ×0.08
  8. RunsOn2 vCPUr8a.large · EBS gp31,844, p99 799 µs, ×0.02
  9. AWS CodeBuild2 vCPUsmall · EBS1,758, p99 823 µs, ×0.02

Fastest x64 2 vCPU QD1 read: Namespace (77,442), ahead of Blacksmith (66,914).tmpfs for scale: 1,156,647 on RunsOn r8a.2xlarge · tmpfs.

Synced writesx64 at 2 vCPU · 4k + fdatasync · IOPS, higher is better
  1. Blacksmith2 vCPUVM disk · nobarrier18,196, p99 26 µs, ×1.00
  2. Namespace2 vCPU2x8 · VM disk17,899, p99 21 µs, ×0.98
  3. RunsOn2 vCPUi7i.large · local NVMe13,427, p99 31 µs, ×0.74
  4. Avrea2 vCPUVM disk8,144, p99 42 µs, ×0.45
  5. GitHub2 vCPUVM disk · nobarrier4,336, p99 210 µs, ×0.24
  6. Ubicloud2 vCPUpremium · VM disk2,450, p99 1,778 µs, ×0.13
  7. Warpbuild2 vCPUVM disk2,056, p99 125 µs, ×0.11
  8. AWS CodeBuild2 vCPUsmall · EBS563, p99 995 µs, ×0.03
  9. RunsOn2 vCPUm8azn.large · EBS gp3 · nobarrier542, p99 971 µs, ×0.03

Blacksmith and Namespace lead x64 2 vCPU synced writes, within 5% (18,196 and 17,899).volatile and nobarrier mounts make each flush cheaper by making it less durable.

QD1 random readx64 at 4 vCPU · 4k, one request in flight · IOPS, higher is better
  1. Blacksmith4 vCPUVM disk84,602, p99 14 µs, ×1.00
  2. Namespace4 vCPU4x16 · VM disk77,727, p99 12 µs, ×0.92
  3. StarSling4 vCPUVM disk55,952, p99 17 µs, ×0.66
  4. Avrea4 vCPUVM disk43,283, p99 20 µs, ×0.51
  5. Warpbuild4 vCPUVM disk18,708, p99 64 µs, ×0.22
  6. RunsOn4 vCPUi7i.xlarge · local NVMe11,437, p99 301 µs, ×0.14
  7. Ubicloud4 vCPUpremium · VM disk8,758, p99 569 µs, ×0.10
  8. GitHub4 vCPUnetwork disk6,035, p99 289 µs, ×0.07
  9. RunsOn4 vCPUm8a.xlarge · EBS gp31,828, p99 848 µs, ×0.02
  10. AWS CodeBuild4 vCPUmedium · EBS1,756, p99 750 µs, ×0.02

Fastest x64 4 vCPU QD1 read: Blacksmith (84,602), ahead of Namespace (77,727).tmpfs for scale: 1,156,647 on RunsOn r8a.2xlarge · tmpfs.

Synced writesx64 at 4 vCPU · 4k + fdatasync · IOPS, higher is better
  1. Blacksmith4 vCPUVM disk · nobarrier20,425, p99 22 µs, ×1.00
  2. Namespace4 vCPU4x8 · VM disk17,822, p99 21 µs, ×0.87
  3. RunsOn4 vCPUi7i.xlarge · local NVMe12,419, p99 36 µs, ×0.61
  4. Avrea4 vCPUVM disk8,386, p99 42 µs, ×0.41
  5. GitHub4 vCPUnetwork disk · nobarrier3,082, p99 297 µs, ×0.15
  6. StarSling4 vCPUVM disk2,902, p99 28 µs, ×0.14
  7. Warpbuild4 vCPUVM disk1,987, p99 118 µs, ×0.10
  8. Ubicloud4 vCPUpremium · VM disk1,395, p99 3,850 µs, ×0.07
  9. AWS CodeBuild4 vCPUmedium · EBS559, p99 995 µs, ×0.03
  10. RunsOn4 vCPUm8azn.xlarge · EBS gp3 · nobarrier541, p99 987 µs, ×0.03

Fastest x64 4 vCPU synced writes: Blacksmith (20,425), ahead of Namespace (17,822).volatile and nobarrier mounts make each flush cheaper by making it less durable.

QD1 random readx64 at 8 vCPU · 4k, one request in flight · IOPS, higher is better
  1. Namespace8 vCPU8x32 · VM disk77,750, p99 13 µs, ×1.00
  2. Blacksmith8 vCPUVM disk76,986, p99 13 µs, ×0.99
  3. StarSling8 vCPUVM disk60,828, p99 17 µs, ×0.78
  4. Avrea8 vCPUVM disk42,313, p99 19 µs, ×0.54
  5. Warpbuild8 vCPUVM disk27,503, p99 48 µs, ×0.35
  6. RunsOn8 vCPUi7i.2xlarge · local NVMe12,020, p99 272 µs, ×0.15
  7. Ubicloud8 vCPUpremium · VM disk11,190, p99 136 µs, ×0.14
  8. GitHub8 vCPUVM disk7,942, p99 202 µs, ×0.10
  9. RunsOn8 vCPUc8a.2xlarge · EBS gp31,808, p99 840 µs, ×0.02
  10. AWS CodeBuild8 vCPUlarge · EBS1,752, p99 815 µs, ×0.02

Namespace and Blacksmith lead x64 8 vCPU QD1 read, within 5% (77,750 and 76,986).tmpfs for scale: 1,156,647 on RunsOn r8a.2xlarge · tmpfs.

Synced writesx64 at 8 vCPU · 4k + fdatasync · IOPS, higher is better
  1. Blacksmith8 vCPUVM disk · nobarrier19,717, p99 21 µs, ×1.00
  2. Namespace8 vCPU8x32 · VM disk17,821, p99 21 µs, ×0.90
  3. RunsOn8 vCPUi7i.2xlarge · local NVMe11,801, p99 38 µs, ×0.60
  4. Avrea8 vCPUVM disk7,510, p99 44 µs, ×0.38
  5. Ubicloud8 vCPUpremium · VM disk4,203, p99 338 µs, ×0.21
  6. GitHub8 vCPUVM disk · nobarrier3,961, p99 232 µs, ×0.20
  7. StarSling8 vCPUVM disk · volatile3,095, p99 28 µs, ×0.16
  8. Warpbuild8 vCPUVM disk2,061, p99 116 µs, ×0.10
  9. AWS CodeBuild8 vCPUlarge · EBS562, p99 987 µs, ×0.03
  10. RunsOn8 vCPUm8a.2xlarge · gp3 1000 MiB/s · nobarrier540, p99 987 µs, ×0.03

Fastest x64 8 vCPU synced writes: Blacksmith (19,717), ahead of Namespace (17,821).volatile and nobarrier mounts make each flush cheaper by making it less durable.

QD1 random readarm64 · 4k, one request in flight · IOPS, higher is better
  1. Warpbuild6 vCPUxfast (Apple M4 Pro) · VM disk26,620, p99 70 µs, ×1.00
  2. Blacksmith8 vCPUVM disk26,166, p99 33 µs, ×0.98
  3. Namespace4 vCPUApple silicon · VM disk19,715, p99 71 µs, ×0.74
  4. Avrea8 vCPUVM disk19,050, p99 53 µs, ×0.72
  5. RunsOn2 vCPUm9gd.large · local NVMe13,492, p99 81 µs, ×0.51
  6. Ubicloud8 vCPUstandard · VM disk9,614, p99 330 µs, ×0.36
  7. GitHub4 vCPUnetwork disk8,885, p99 200 µs, ×0.33
  8. Warpbuild4 vCPUEBS1,825, p99 840 µs, ×0.07
  9. RunsOn2 vCPUc8g.large · EBS gp31,813, p99 905 µs, ×0.07

Warpbuild and Blacksmith lead arm64 QD1 read, within 5% (26,620 and 26,166).tmpfs for scale: 680,179 on RunsOn m9g.xlarge · tmpfs.

Synced writesarm64 · 4k + fdatasync · IOPS, higher is better
  1. RunsOn8 vCPUm9gd.2xlarge · local NVMe17,418, p99 20 µs, ×1.00
  2. Warpbuild6 vCPUxfast (Apple M4 Pro) · VM disk · nobarrier8,765, p99 53 µs, ×0.50
  3. Blacksmith8 vCPUVM disk · nobarrier7,834, p99 57 µs, ×0.45
  4. GitHub4 vCPUnetwork disk · nobarrier4,625, p99 241 µs, ×0.27
  5. Ubicloud2 vCPUstandard · VM disk4,342, p99 412 µs, ×0.25
  6. Avrea2 vCPUVM disk4,250, p99 55 µs, ×0.24
  7. Namespace8 vCPU8x16 · VM disk4,071, p99 163 µs, ×0.23
  8. RunsOn4 vCPUm9g.xlarge · EBS gp3 · nobarrier543, p99 979 µs, ×0.03
  9. Warpbuild8 vCPUEBS · nobarrier539, p99 922 µs, ×0.03

Fastest arm64 synced writes: RunsOn m9gd.2xlarge · NVMe (17,418), ahead of Warpbuild (8,765).volatile and nobarrier mounts make each flush cheaper by making it less durable.

QD1 random readarm64 at 2 vCPU · 4k, one request in flight · IOPS, higher is better
  1. Blacksmith2 vCPUVM disk23,450, p99 43 µs, ×1.00
  2. Avrea2 vCPUVM disk17,388, p99 58 µs, ×0.74
  3. Namespace2 vCPU2x8 · VM disk16,399, p99 95 µs, ×0.70
  4. RunsOn2 vCPUm9gd.large · local NVMe13,492, p99 81 µs, ×0.58
  5. Ubicloud2 vCPUstandard · VM disk9,482, p99 334 µs, ×0.40
  6. GitHub2 vCPUVM disk7,953, p99 212 µs, ×0.34
  7. RunsOn2 vCPUc8g.large · EBS gp31,813, p99 905 µs, ×0.08
  8. Warpbuild2 vCPUEBS1,809, p99 823 µs, ×0.08

Fastest arm64 2 vCPU QD1 read: Blacksmith (23,450), ahead of Avrea (17,388).tmpfs for scale: 680,179 on RunsOn m9g.xlarge · tmpfs.

Synced writesarm64 at 2 vCPU · 4k + fdatasync · IOPS, higher is better
  1. RunsOn2 vCPUm9gd.large · local NVMe7,267, p99 49 µs, ×1.00
  2. Blacksmith2 vCPUVM disk · nobarrier6,384, p99 100 µs, ×0.88
  3. Ubicloud2 vCPUstandard · VM disk4,342, p99 412 µs, ×0.60
  4. Avrea2 vCPUVM disk4,250, p99 55 µs, ×0.58
  5. Namespace2 vCPU2x8 · VM disk3,952, p99 179 µs, ×0.54
  6. GitHub2 vCPUVM disk · nobarrier3,066, p99 412 µs, ×0.42
  7. RunsOn2 vCPUm9g.large · EBS gp3 · nobarrier542, p99 987 µs, ×0.07
  8. Warpbuild2 vCPUEBS · nobarrier538, p99 995 µs, ×0.07

Fastest arm64 2 vCPU synced writes: RunsOn m9gd.large · NVMe (7,267), ahead of Blacksmith (6,384).volatile and nobarrier mounts make each flush cheaper by making it less durable.

QD1 random readarm64 at 4 vCPU · 4k, one request in flight · IOPS, higher is better
  1. Blacksmith4 vCPUVM disk25,272, p99 39 µs, ×1.00
  2. Namespace4 vCPUApple silicon · VM disk19,715, p99 71 µs, ×0.78
  3. Avrea4 vCPUVM disk18,678, p99 59 µs, ×0.74
  4. RunsOn4 vCPUm9gd.xlarge · local NVMe12,823, p99 129 µs, ×0.51
  5. Ubicloud4 vCPUstandard · VM disk9,144, p99 371 µs, ×0.36
  6. GitHub4 vCPUnetwork disk8,885, p99 200 µs, ×0.35
  7. Warpbuild4 vCPUEBS1,825, p99 840 µs, ×0.07
  8. RunsOn4 vCPUc8g.xlarge · EBS gp31,777, p99 987 µs, ×0.07

Fastest arm64 4 vCPU QD1 read: Blacksmith (25,272), ahead of Namespace (19,715).tmpfs for scale: 680,179 on RunsOn m9g.xlarge · tmpfs.

Synced writesarm64 at 4 vCPU · 4k + fdatasync · IOPS, higher is better
  1. RunsOn4 vCPUm9gd.xlarge · local NVMe13,696, p99 50 µs, ×1.00
  2. Blacksmith4 vCPUVM disk · nobarrier7,376, p99 75 µs, ×0.54
  3. GitHub4 vCPUnetwork disk · nobarrier4,625, p99 241 µs, ×0.34
  4. Namespace4 vCPU4x8 · VM disk3,921, p99 181 µs, ×0.29
  5. Avrea4 vCPUVM disk3,664, p99 57 µs, ×0.27
  6. Ubicloud4 vCPUstandard · VM disk1,888, p99 2,966 µs, ×0.14
  7. RunsOn4 vCPUm9g.xlarge · EBS gp3 · nobarrier543, p99 979 µs, ×0.04
  8. Warpbuild4 vCPUEBS · nobarrier539, p99 1,012 µs, ×0.04

Fastest arm64 4 vCPU synced writes: RunsOn m9gd.xlarge · NVMe (13,696), ahead of Blacksmith (7,376).volatile and nobarrier mounts make each flush cheaper by making it less durable.

QD1 random readarm64 at 8 vCPU · 4k, one request in flight · IOPS, higher is better
  1. Blacksmith8 vCPUVM disk26,166, p99 33 µs, ×1.00
  2. Avrea8 vCPUVM disk19,050, p99 53 µs, ×0.73
  3. Namespace8 vCPU8x16 · VM disk16,819, p99 89 µs, ×0.64
  4. RunsOn8 vCPUm9gd.2xlarge · local NVMe13,464, p99 84 µs, ×0.51
  5. Ubicloud8 vCPUstandard · VM disk9,614, p99 330 µs, ×0.37
  6. Warpbuild8 vCPUEBS1,807, p99 717 µs, ×0.07
  7. RunsOn8 vCPUm9g.2xlarge · EBS gp31,788, p99 807 µs, ×0.07

Fastest arm64 8 vCPU QD1 read: Blacksmith (26,166), ahead of Avrea (19,050).tmpfs for scale: 680,179 on RunsOn m9g.xlarge · tmpfs.

Synced writesarm64 at 8 vCPU · 4k + fdatasync · IOPS, higher is better
  1. RunsOn8 vCPUm9gd.2xlarge · local NVMe17,418, p99 20 µs, ×1.00
  2. Blacksmith8 vCPUVM disk · nobarrier7,834, p99 57 µs, ×0.45
  3. Namespace8 vCPU8x16 · VM disk4,071, p99 163 µs, ×0.23
  4. Avrea8 vCPUVM disk3,834, p99 56 µs, ×0.22
  5. Ubicloud8 vCPUstandard · VM disk3,187, p99 1,303 µs, ×0.18
  6. RunsOn8 vCPUm9g.2xlarge · EBS gp3 · nobarrier542, p99 987 µs, ×0.03
  7. Warpbuild8 vCPUEBS · nobarrier539, p99 922 µs, ×0.03

Fastest arm64 8 vCPU synced writes: RunsOn m9gd.2xlarge · NVMe (17,418), ahead of Blacksmith (7,834).volatile and nobarrier mounts make each flush cheaper by making it less durable.

What the numbers say

Extremes on x64, and RAM against disk.

  • On x64, one small read at a time (4k, QD1) comes back 84,602 times a second on Blacksmith 4 vCPU and 1,571 on RunsOn m8i.2xlarge · EBS gp3, 54× apart; p99 latency is 14 µs against 1,036 µs.
  • Synced 4k writes on x64 run from 498 per second on RunsOn m8i.2xlarge · EBS gp3 (workspace mounted nobarrier) to 20,425 on Blacksmith 4 vCPU (workspace mounted nobarrier).
  • r8a.xlarge with tmpfs ($0.0020/min at spot) answers 1,109,976 QD1 reads and 430,233 synced writes per second: 91× and 36× the best local NVMe at 4 vCPU (i7i.xlarge, $0.0019) and 607× and 797× default EBS gp3 (m8a.xlarge, $0.0015); its workspace is 46 GiB, from RAM. (EC2 storage suite) What that does to real builds.
More findings21: EBS, arm64, NVMe vs EBS, provisioned gp3, tmpfs, storage classes
  • Every EBS-backed workspace (3 AWS CodeBuild x64 runners, 25 RunsOn configurations and 3 Warpbuild configurations) answers between 1,560 and 1,844 QD1 reads and 498 to 563 synced writes per second, whoever runs it and whatever throughput it is provisioned for: each request is a round trip to network storage.
  • On arm64, one small read at a time (4k, QD1) comes back 26,620 times a second on Warpbuild xfast (Apple M4 Pro) 6 vCPU and 1,560 on RunsOn m9g.xlarge · EBS gp3, 17× apart; p99 latency is 70 µs against 938 µs.
  • Synced 4k writes on arm64 run from 537 per second on RunsOn c8g.large · EBS gp3 (workspace mounted nobarrier) to 17,418 on RunsOn m9gd.2xlarge · local NVMe.
  • Same Xeon 6975P-C CPU, different disk: m8id.2xlarge on local NVMe answers 10,957 QD1 reads and 7,657 synced writes per second, m8i.2xlarge on EBS gp3 1,571 and 498.
  • Same Xeon 6975P-C CPU, different disk: m8id.large on local NVMe answers 11,021 QD1 reads and 5,565 synced writes per second, m8i-flex.large on EBS gp3 1,745 and 532.
  • Same Xeon 6975P-C CPU, different disk: m8id.xlarge on local NVMe answers 11,064 QD1 reads and 7,974 synced writes per second, m8i-flex.xlarge on EBS gp3 1,707 and 531.
  • Same Neoverse-V3 CPU, different disk: m9gd.2xlarge on local NVMe answers 13,464 QD1 reads and 17,418 synced writes per second, m9g.2xlarge on EBS gp3 1,788 and 542.
  • Same Neoverse-V3 CPU, different disk: m9gd.xlarge on local NVMe answers 12,823 QD1 reads and 13,696 synced writes per second, m9g.xlarge on EBS gp3 1,560 and 543.
  • Same Neoverse-V3 CPU, different disk: m9gd.large on local NVMe answers 13,492 QD1 reads and 7,267 synced writes per second, m9g.large on EBS gp3 1,788 and 542.
  • Provisioning gp3 at 1000 MiB/s on m8a.2xlarge takes sequential reads from 402 MiB/s to 1,002 MiB/s (2.5×); QD1 reads barely move (1,791 → 1,792 IOPS): it buys bandwidth, not latency.
  • Provisioning gp3 at 1000 MiB/s on m8azn.xlarge takes sequential reads from 401 MiB/s to 1,001 MiB/s (2.5×); QD1 reads barely move (1,815 → 1,764 IOPS): it buys bandwidth, not latency.
  • tmpfs on m8a.2xlarge is not a disk at all: 1,156,332 QD1 reads and 428,514 synced writes per second, from RAM. The workspace is 46 GiB, sized by memory.
  • tmpfs on m9g.2xlarge is not a disk at all: 664,023 QD1 reads and 301,438 synced writes per second, from RAM. The workspace is 46 GiB, sized by memory.
  • tmpfs on m9g.xlarge is not a disk at all: 680,179 QD1 reads and 303,641 synced writes per second, from RAM. The workspace is 15 GiB, sized by memory.
  • tmpfs on r8a.2xlarge is not a disk at all: 1,156,647 QD1 reads and 430,802 synced writes per second, from RAM. The workspace is 92 GiB, sized by memory.
  • tmpfs on r9g.xlarge is not a disk at all: 658,442 QD1 reads and 300,910 synced writes per second, from RAM. The workspace is 46 GiB, sized by memory.
  • tmpfs: 658k–1.2M QD1 reads and 301k–431k synced writes per second across 6 runners (6 RunsOn configurations).
  • VM disk: 6.0k–85k QD1 reads and 578–20k synced writes per second across 42 runners from 7 providers (6 Avrea runners, 6 Blacksmith runners, 3 GitHub runners, 11 Namespace runners, 2 StarSling x64 runners, 9 Ubicloud runners and 5 Warpbuild runners).
  • local NVMe: 11k–13k QD1 reads and 5.6k–17k synced writes per second across 9 runners (9 RunsOn configurations).
  • network disk: 6.0k–8.9k QD1 reads and 3.1k–4.6k synced writes per second across 2 runners (2 GitHub runners).
  • EBS: 1.6k–1.8k QD1 reads and 498–563 synced writes per second across 31 runners from 3 providers (3 AWS CodeBuild x64 runners, 25 RunsOn configurations and 3 Warpbuild configurations).

Reading these numbers

fio measures what a disk can do. Whether a job gets there depends on the job.

At 4 vCPU, Blacksmith answers 46× the QD1 reads of RunsOn m8a.xlarge · EBS gp3 (84,602 against 1,828 per second), and the Rust build takes 1m 59s on one and 1m 55s on the other. The Docker build is where the disk shows: 5m 19s against 9m 05s. Every build, per runner.

What each column says about a job

  • QD1 reads and synced writes: databases, SQLite-backed tests and anything that flushes each write. Every flush waits for the storage, and a network disk pays a round trip each time.
  • Random writes at depth and sequential throughput: docker build layers, package installs and cache archives. They batch their writes and run into the disk's ceiling, not its latency.
  • None of them: compile jobs. A compiler waits for the CPU, and it reads its files back from the page cache.

Every runner

Each provider's best disk first; its other machines sit behind +N more. Bars are log scale.

One request at a time 4k, 32 in flight Sequential, 1M
Runner QD1 read ↑p99 ↓Sync write ↑Read ↑Write ↑Read ↑Write ↑
x6456 runners, 9 providers
Blacksmith 4 vCPU 16 GB VM disk EPYC · model hidden nobarrier 84,602 14 µs 20,425 856,257 253,803 6.3 GiB/s 2.1 GiB/s
8 vCPU 8 vCPU 32 GB VM disk EPYC · model hidden nobarrier 76,986 13 µs 19,717 683,187 328,609 6.5 GiB/s 1.9 GiB/s
2 vCPU 2 vCPU 8 GB VM disk EPYC · model hidden nobarrier 66,914 17 µs 18,196 672,377 173,541 7.1 GiB/s 2.1 GiB/s
Namespace 8x32 8 vCPU 32 GB VM disk EPYC · model hidden 77,750 13 µs 17,821 1,106,358 536,857 4.1 GiB/s 2.9 GiB/s
8x16 8 vCPU 16 GB VM disk EPYC · model hidden 76,839 13 µs 17,698 1,109,002 476,969 4.1 GiB/s 2.9 GiB/s
4x16 4 vCPU 16 GB VM disk EPYC · model hidden 77,727 12 µs 17,739 1,003,666 406,763 4.1 GiB/s 2.9 GiB/s
4x8 4 vCPU 8 GB VM disk EPYC · model hidden 77,214 13 µs 17,822 1,009,155 418,913 4.1 GiB/s 2.9 GiB/s
2x8 2 vCPU 8 GB VM disk EPYC · model hidden 77,442 13 µs 17,899 351,146 222,814 4.1 GiB/s 2.9 GiB/s
StarSling 8 vCPU 32 GB VM disk EPYC · model hidden volatile 60,828 17 µs 3,095 265,725 30,327 2.5 GiB/s 2.2 GiB/s
4 vCPU 4 vCPU 16 GB VM disk EPYC · model hidden 55,952 17 µs 2,902 227,686 34,742 3.9 GiB/s 2.8 GiB/s
Avrea 2 vCPU 8 GB VM disk EPYC 4585PX 45,837 17 µs 8,144 454,066 303,429 10.6 GiB/s 7.0 GiB/s
8 vCPU 8 vCPU 32 GB VM disk EPYC 4585PX 42,313 19 µs 7,510 235,683 147,459 6.6 GiB/s 3.3 GiB/s
4 vCPU 4 vCPU 16 GB VM disk EPYC 4585PX 43,283 20 µs 8,386 468,080 246,705 6.8 GiB/s 4.0 GiB/s
Warpbuild 8 vCPU 32 GB VM disk Ryzen 9 9950X 27,503 48 µs 2,061 163,423 50,132 7.9 GiB/s 5.1 GiB/s
4 vCPU 4 vCPU 16 GB VM disk Ryzen 9 9950X 18,708 64 µs 1,987 124,074 38,883 8.7 GiB/s 5.3 GiB/s
2 vCPU 2 vCPU 8 GB VM disk Ryzen 9 9950X 24,646 59 µs 2,056 176,232 68,626 7.1 GiB/s 4.5 GiB/s
RunsOn i7i.large 2 vCPU 16 GB local NVMe Xeon 8559C 12,093 220 µs 13,427 75,023 41,229 503 MiB/s 395 MiB/s
m8azn.3xlarge 12 vCPU 48 GB EBS gp3 EPYC 9R05 nobarrier 1,780 799 µs 540 2,997 2,994 401 MiB/s 401 MiB/s
c8a.2xlarge 8 vCPU 16 GB EBS gp3 EPYC 9R45 nobarrier 1,808 840 µs 539 2,995 2,990 401 MiB/s 401 MiB/s
r8a.2xlarge 8 vCPU 64 GB tmpfs EPYC 9R45 1,156,647 <1 µs 430,802 4,255,216 3,830,379 18.6 GiB/s 10.1 GiB/s
m8a.2xlarge 8 vCPU 32 GB EBS gp3 EPYC 9R45 nobarrier 1,679 905 µs 539 2,994 2,992 401 MiB/s 401 MiB/s
m8a.2xlarge 8 vCPU 32 GB gp3 1000 MiB/s EPYC 9R45 nobarrier 1,775 872 µs 540 15,996 15,990 1,001 MiB/s 1,001 MiB/s
m8a.2xlarge 8 vCPU 32 GB tmpfs EPYC 9R45 1,156,332 <1 µs 428,514 4,258,470 3,812,490 18.2 GiB/s 10.0 GiB/s
m8azn.xlarge 4 vCPU 16 GB EBS gp3 EPYC 9R05 nobarrier 1,815 897 µs 541 2,994 2,991 401 MiB/s 401 MiB/s
m8azn.xlarge 4 vCPU 16 GB gp3 1000 MiB/s EPYC 9R05 nobarrier 1,764 872 µs 541 15,994 15,991 1,001 MiB/s 1,001 MiB/s
m8i.2xlarge 8 vCPU 32 GB EBS gp3 Xeon 6975P-C nobarrier 1,571 1,036 µs 498 2,993 2,994 401 MiB/s 401 MiB/s
i7i.2xlarge 8 vCPU 64 GB local NVMe Xeon 8559C 12,020 272 µs 11,801 300,464 165,110 2.0 GiB/s 1.5 GiB/s
m8i-flex.2xlarge 8 vCPU 32 GB EBS gp3 Xeon 6975P-C nobarrier 1,763 836 µs 522 2,992 2,995 401 MiB/s 401 MiB/s
m8id.2xlarge 8 vCPU 32 GB local NVMe Xeon 6975P-C 10,957 228 µs 7,657 134,258 67,071 905 MiB/s 432 MiB/s
m8a.xlarge 4 vCPU 16 GB EBS gp3 EPYC 9R45 nobarrier 1,828 848 µs 540 2,994 2,991 401 MiB/s 401 MiB/s
c8a.xlarge 4 vCPU 8 GB EBS gp3 EPYC 9R45 nobarrier 1,778 832 µs 540 2,995 2,992 401 MiB/s 401 MiB/s
r8a.xlarge 4 vCPU 32 GB tmpfs EPYC 9R45 1,109,976 <1 µs 430,233 4,266,392 3,801,248 18.2 GiB/s 10.0 GiB/s
m8azn.large 2 vCPU 8 GB EBS gp3 EPYC 9R05 nobarrier 1,782 856 µs 542 2,994 2,992 401 MiB/s 401 MiB/s
m8id.xlarge 4 vCPU 16 GB local NVMe Xeon 6975P-C 11,064 215 µs 7,974 67,089 33,525 451 MiB/s 215 MiB/s
m8i-flex.xlarge 4 vCPU 16 GB EBS gp3 Xeon 6975P-C nobarrier 1,707 848 µs 531 2,994 2,992 401 MiB/s 401 MiB/s
m8i.xlarge 4 vCPU 16 GB EBS gp3 Xeon 6975P-C nobarrier 1,669 889 µs 522 2,992 2,994 401 MiB/s 401 MiB/s
i7i.xlarge 4 vCPU 32 GB local NVMe Xeon 8559C 11,437 301 µs 12,419 150,053 82,488 1,010 MiB/s 788 MiB/s
m8a.large 2 vCPU 8 GB EBS gp3 EPYC 9R45 nobarrier 1,826 692 µs 541 2,994 2,992 401 MiB/s 401 MiB/s
r8a.large 2 vCPU 16 GB EBS gp3 EPYC 9R45 nobarrier 1,844 799 µs 541 2,994 2,992 401 MiB/s 401 MiB/s
c8a.large 2 vCPU 4 GB EBS gp3 EPYC 9R45 nobarrier 1,819 807 µs 541 2,994 2,991 401 MiB/s 401 MiB/s
m8id.large 2 vCPU 8 GB local NVMe Xeon 6975P-C 11,021 224 µs 5,565 33,542 16,753 226 MiB/s 108 MiB/s
m8i-flex.large 2 vCPU 8 GB EBS gp3 Xeon 6975P-C nobarrier 1,745 881 µs 532 2,994 2,994 401 MiB/s 401 MiB/s
m8i.large 2 vCPU 8 GB EBS gp3 Xeon 6975P-C nobarrier 1,761 872 µs 535 2,992 2,994 401 MiB/s 401 MiB/s
t8i.medium 2 vCPU 4 GB EBS gp3 Xeon 6975P-C nobarrier 1,750 807 µs 526 3,016 2,998 401 MiB/s 401 MiB/s
Ubicloud premium 8 vCPU 32 GB VM disk Ryzen 9 7950X3D 11,190 136 µs 4,203 374,058 28,158 3.5 GiB/s 1.4 GiB/s
standard 8 vCPU 8 vCPU 32 GB VM disk EPYC 9454P 9,222 469 µs 1,423 251,230 13,012 2.4 GiB/s 944 MiB/s
premium 4 vCPU 4 vCPU 16 GB VM disk Ryzen 9 7950X3D 8,758 569 µs 1,395 173,146 16,062 2.3 GiB/s 537 MiB/s
standard 4 vCPU 4 vCPU 16 GB VM disk EPYC 9454P 7,594 700 µs 578 189,160 11,680 2.5 GiB/s 506 MiB/s
standard 2 vCPU 2 vCPU 8 GB VM disk EPYC 9454P 6,907 1,106 µs 2,415 123,524 60,814 2.7 GiB/s 806 MiB/s
premium 2 vCPU 2 vCPU 8 GB VM disk Ryzen 9 7950X3D 5,960 1,597 µs 2,450 147,821 64,867 2.6 GiB/s 867 MiB/s
GitHub 8 vCPU 32 GB VM disk EPYC 9V45 nobarrier 7,942 202 µs 3,961 38,940 18,331 784 MiB/s 538 MiB/s
4-core 4 vCPU 16 GB network disk EPYC 9V74 nobarrier 6,035 289 µs 3,082 19,560 11,459 394 MiB/s 247 MiB/s
2-core 2 vCPU 8 GB VM disk EPYC 7763 nobarrier 6,578 255 µs 4,336 9,378 9,098 199 MiB/s 199 MiB/s
AWS CodeBuild small 2 vCPU 3 GB EBS Xeon 8488C 1,758 823 µs 563 2,989 2,963 252 MiB/s 252 MiB/s
large 8 vCPU 16 GB EBS Xeon 8488C 1,752 815 µs 562 2,993 2,972 252 MiB/s 252 MiB/s
medium 4 vCPU 8 GB EBS Xeon 8488C 1,756 750 µs 559 2,989 2,970 252 MiB/s 252 MiB/s
arm6434 runners, 7 providers
Warpbuild xfast (Apple M4 Pro) 6 vCPU 14 GB VM disk nobarrier 26,620 70 µs 8,765 340,451 5,906 20.8 GiB/s 27.2 GiB/s
xfast (Apple M4 Pro) 12 vCPU 12 vCPU 28 GB VM disk nobarrier 25,674 52 µs 8,582 326,216 4,587 21.1 GiB/s 25.9 GiB/s
8 vCPU 8 vCPU 32 GB EBS Neoverse-V2 nobarrier 1,807 717 µs 539 4,993 4,994 401 MiB/s 401 MiB/s
4 vCPU 4 vCPU 16 GB EBS Neoverse-V2 nobarrier 1,825 840 µs 539 4,193 4,194 302 MiB/s 302 MiB/s
2 vCPU 2 vCPU 8 GB EBS Neoverse-V2 nobarrier 1,809 823 µs 538 4,194 4,193 302 MiB/s 301 MiB/s
Blacksmith 8 vCPU 32 GB VM disk Ampere-1a nobarrier 26,166 33 µs 7,834 259,773 29,073 1.6 GiB/s 993 MiB/s
4 vCPU 4 vCPU 16 GB VM disk Ampere-1a nobarrier 25,272 39 µs 7,376 180,949 28,040 1.6 GiB/s 873 MiB/s
2 vCPU 2 vCPU 6 GB VM disk Ampere-1a nobarrier 23,450 43 µs 6,384 74,915 27,167 1.6 GiB/s 823 MiB/s
Namespace Apple silicon 4 vCPU 16 GB VM disk CPU not reported 19,715 71 µs 3,489 151,102 17,731 31.2 GiB/s 15.4 GiB/s
8x16 8 vCPU 16 GB VM disk Ampere-1a 16,819 89 µs 4,071 188,957 52,820 965 MiB/s 748 MiB/s
8x32 8 vCPU 32 GB VM disk Ampere-1a 16,284 98 µs 3,974 186,558 40,849 956 MiB/s 785 MiB/s
4x8 4 vCPU 8 GB VM disk Ampere-1a 17,048 90 µs 3,921 144,201 38,014 988 MiB/s 739 MiB/s
4x16 4 vCPU 16 GB VM disk Ampere-1a 16,649 90 µs 3,758 141,434 34,460 978 MiB/s 738 MiB/s
2x8 2 vCPU 8 GB VM disk Ampere-1a 16,399 95 µs 3,952 79,239 29,910 941 MiB/s 696 MiB/s
Avrea 8 vCPU 32 GB VM disk Apple M5 Max · as stated by the provider 19,050 53 µs 3,834 139,536 16,621 36.8 GiB/s 15.6 GiB/s
4 vCPU 4 vCPU 16 GB VM disk Apple M5 Max · as stated by the provider 18,678 59 µs 3,664 146,579 13,857 29.3 GiB/s 15.3 GiB/s
2 vCPU 2 vCPU 8 GB VM disk Apple M5 Max · as stated by the provider 17,388 58 µs 4,250 166,284 14,993 30.4 GiB/s 12.7 GiB/s
RunsOn m9gd.large 2 vCPU 8 GB local NVMe Neoverse-V3 13,492 81 µs 7,267 43,606 21,783 293 MiB/s 141 MiB/s
m9gd.2xlarge 8 vCPU 32 GB local NVMe Neoverse-V3 13,464 84 µs 17,418 174,573 87,209 1.1 GiB/s 561 MiB/s
m9g.2xlarge 8 vCPU 32 GB tmpfs Neoverse-V3 664,023 <1 µs 301,438 2,654,165 2,507,590 14.3 GiB/s 9.2 GiB/s
m9g.2xlarge 8 vCPU 32 GB EBS gp3 Neoverse-V3 nobarrier 1,788 807 µs 542 2,995 2,992 401 MiB/s 401 MiB/s
c8g.2xlarge 8 vCPU 16 GB EBS gp3 Neoverse-V2 nobarrier 1,778 848 µs 539 2,994 2,991 401 MiB/s 401 MiB/s
r9g.xlarge 4 vCPU 32 GB tmpfs Neoverse-V3 658,442 <1 µs 300,910 2,646,436 2,497,143 13.9 GiB/s 9.0 GiB/s
m9gd.xlarge 4 vCPU 16 GB local NVMe Neoverse-V3 12,823 129 µs 13,696 87,221 43,590 585 MiB/s 280 MiB/s
m9g.xlarge 4 vCPU 16 GB tmpfs Neoverse-V3 680,179 <1 µs 303,641 2,723,038 2,553,373 15.5 GiB/s 9.5 GiB/s
m9g.xlarge 4 vCPU 16 GB EBS gp3 Neoverse-V3 nobarrier 1,560 938 µs 543 2,994 2,992 401 MiB/s 401 MiB/s
c8g.xlarge 4 vCPU 8 GB EBS gp3 Neoverse-V2 nobarrier 1,777 987 µs 538 2,994 2,994 401 MiB/s 401 MiB/s
m9g.large 2 vCPU 8 GB EBS gp3 Neoverse-V3 nobarrier 1,788 766 µs 542 2,993 2,994 401 MiB/s 401 MiB/s
c8g.large 2 vCPU 4 GB EBS gp3 Neoverse-V2 nobarrier 1,813 905 µs 537 2,993 2,994 401 MiB/s 401 MiB/s
Ubicloud standard 8 vCPU 32 GB VM disk Neoverse-N1 9,614 330 µs 3,187 222,352 117,930 889 MiB/s 434 MiB/s
standard 4 vCPU 4 vCPU 16 GB VM disk Neoverse-N1 9,144 371 µs 1,888 170,555 26,833 823 MiB/s 428 MiB/s
standard 2 vCPU 2 vCPU 8 GB VM disk Neoverse-N1 9,482 334 µs 4,342 93,715 39,464 949 MiB/s 608 MiB/s
GitHub 4 vCPU 16 GB network disk Neoverse-N2 nobarrier 8,885 200 µs 4,625 19,595 12,039 394 MiB/s 337 MiB/s
2-core 2 vCPU 8 GB VM disk Neoverse-N2 nobarrier 7,953 212 µs 3,066 9,377 6,017 199 MiB/s 164 MiB/s
  • IOPS are 4k blocks, medians of finished jobs
  • bold best disk measured on the arch (tmpfs is RAM, left out)
  • volatile, nobarrier: cheaper, less durable flushes

Pick the disk per job on RunsOn

How it's measured

Methodology

fio runs inside the job, in GITHUB_WORKSPACE: the disk a build writes to, on the filesystem the provider mounted there. Every runner is compared, whatever its shape.

fio settingsblock sizes, queue depths, mounts
  • QD1 random read: 4k blocks, one request in flight; IOPS and p99 latency.
  • Sync write: 4k writes, each followed by fdatasync.
  • Random read and write: 4k blocks, 4 jobs with 32 requests in flight each.
  • Sequential read and write: 1M blocks, 32 requests in flight.
  • The workspace filesystem, its size and its mount options come from the job's own mount table.
  • Earlier versions of this page used a different harness and other fio settings on 2 vCPU runners; those numbers are gone rather than mixed in.