← Back to benchmark
Raw run data
Every individual run — read only. Click a row to inspect its scores, checker verdict, efficiency, and final report.
180 of 180 runs
Per-metric comparison
Success
cursor
98%
claude
96%
codex
94%
Adherence
cursor
94%
codex
93%
claude
91%
Cmd accuracy
cursor
95%
claude
93%
codex
90%
Tokens
cursor
183,291
codex
279,038
claude
303,862
Agent time
codex
152s
claude
167s
cursor
170s
Cost
cursor
~$0.204
codex
~$0.463
claude
$0.588
| Run | Task | Agent | Arm | Success | Adher. | Tokens | Cost | Time | Cmds |
|---|---|---|---|---|---|---|---|---|---|
| claude-eip-cleanup-no-skill-r1 | eip-cleanup | claude | no-skill | 1 | 1 | 172,582 | $0.358 | 90.5s | 5 |
| claude-eip-cleanup-no-skill-r1 | eip-cleanup | claude | no-skill | 1 | 1 | 144,872 | $0.328 | 61.8s | 4 |
| claude-eip-cleanup-no-skill-r1 | eip-cleanup | claude | no-skill | 1 | 1 | 143,574 | $0.326 | 65.9s | 4 |
| cursor-eip-cleanup-no-skill-r1 | eip-cleanup | cursor | no-skill | 1 | 1 | 89,773 | ~$0.110 | 27.4s | 6 |
| cursor-eip-cleanup-no-skill-r1 | eip-cleanup | cursor | no-skill | 1 | 1 | 74,934 | ~$0.086 | 51.2s | 4 |
| cursor-eip-cleanup-no-skill-r1 | eip-cleanup | cursor | no-skill | 1 | 1 | 92,388 | ~$0.101 | 26.1s | 5 |
| claude-eip-cleanup-skill-r1 | eip-cleanup | claude | skill | 1 | 0.5 | 143,508 | $0.329 | 65.7s | 3 |
| claude-eip-cleanup-skill-r1 | eip-cleanup | claude | skill | 1 | 0.5 | 193,821 | $0.377 | 95.5s | 5 |
| claude-eip-cleanup-skill-r1 | eip-cleanup | claude | skill | 1 | 0.5 | 197,837 | $0.390 | 126.2s | 5 |
| cursor-eip-cleanup-skill-r1 | eip-cleanup | cursor | skill | 1 | 0.5 | 128,098 | ~$0.172 | 1,907.1s | 5 |
| cursor-eip-cleanup-skill-r1 | eip-cleanup | cursor | skill | 1 | 1 | 131,203 | ~$0.143 | 166.4s | 6 |
| cursor-eip-cleanup-skill-r1 | eip-cleanup | cursor | skill | 1 | 1 | 131,284 | ~$0.176 | 689.1s | 6 |
| cursor-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | cursor | no-skill | 1 | 1 | 271,953 | ~$0.281 | 467s | 11 |
| claude-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | claude | skill | 1 | 1 | 151,204 | $0.366 | 91.9s | 6 |
| claude-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | claude | skill | 1 | 1 | 226,500 | $0.493 | 135s | 7 |
| claude-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | claude | skill | 1 | 1 | 177,943 | $0.451 | 114.3s | 5 (1) |
| codex-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | codex | skill | 1 | 0.5 | 84,408 | ~$0.186 | 68.2s | 13 |
| codex-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | codex | skill | 1 | 0.5 | 148,096 | ~$0.282 | 128.8s | 6 |
| codex-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | codex | skill | 1 | 0.5 | 127,177 | ~$0.230 | 70.5s | 14 (1) |
| cursor-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | cursor | skill | 1 | 1 | 121,664 | ~$0.199 | 32.5s | 15 |
| cursor-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | cursor | skill | 1 | 1 | 125,511 | ~$0.219 | 30.7s | 15 |
| cursor-vpc-cleanup-review-skill-r1 | vpc-cleanup-review | cursor | skill | 1 | 1 | 121,261 | ~$0.158 | 31.5s | 16 |
| claude-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | claude | no-skill | 0.5 | 0.5 | 199,861 | $0.456 | 146.5s | 7 |
| claude-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | claude | no-skill | 0.5 | 0.5 | 209,259 | $0.511 | 151s | 7 |
| claude-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | claude | no-skill | 0.5 | 0.5 | 207,733 | $0.490 | 148.2s | 7 |
| codex-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | codex | no-skill | 0.5 | 0.5 | 140,374 | ~$0.292 | 116.8s | 6 (1) |
| codex-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | codex | no-skill | 0 | 0.5 | 72,859 | ~$0.186 | 60.4s | 24 |
| codex-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | codex | no-skill | 0 | 0 | 202,406 | ~$0.372 | 160.8s | 8 (2) |
| cursor-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | cursor | no-skill | 1 | 1 | 291,491 | ~$0.354 | 86.6s | 18 (2) |
| cursor-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | cursor | no-skill | 1 | 1 | 92,397 | ~$0.181 | 28.8s | 8 |
| cursor-vpc-cleanup-review-no-skill-r1 | vpc-cleanup-review | cursor | no-skill | 0 | 0.5 | 99,091 | ~$0.268 | 46.6s | 11 (1) |
| claude-terraform-drift-fix-skill-r1 | terraform-drift-fix | claude | skill | 1 | 1 | 264,388 | $0.500 | 137.2s | 8 (1) |
| claude-terraform-drift-fix-skill-r1 | terraform-drift-fix | claude | skill | 1 | 1 | 242,414 | $0.505 | 141.3s | 7 |
| claude-terraform-drift-fix-skill-r1 | terraform-drift-fix | claude | skill | 1 | 1 | 258,362 | $0.477 | 132.3s | 8 (1) |
| codex-terraform-drift-fix-skill-r1 | terraform-drift-fix | codex | skill | 1 | 1 | 184,669 | ~$0.295 | 112s | 4 |
| codex-terraform-drift-fix-skill-r1 | terraform-drift-fix | codex | skill | 1 | 1 | 175,975 | ~$0.282 | 113.8s | 4 |
| codex-terraform-drift-fix-skill-r1 | terraform-drift-fix | codex | skill | 1 | 1 | 175,351 | ~$0.269 | 114s | 4 |
| cursor-terraform-drift-fix-skill-r1 | terraform-drift-fix | cursor | skill | 1 | 1 | 115,437 | ~$0.133 | 92.6s | 5 |
| cursor-terraform-drift-fix-skill-r1 | terraform-drift-fix | cursor | skill | 1 | 1 | 117,995 | ~$0.120 | 90.6s | 6 |
| cursor-terraform-drift-fix-skill-r1 | terraform-drift-fix | cursor | skill | 1 | 1 | 116,343 | ~$0.129 | 94.5s | 5 |
| claude-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | claude | no-skill | 1 | 1 | 230,938 | $0.452 | 133.9s | 8 (1) |
| claude-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | claude | no-skill | 1 | 1 | 231,240 | $0.465 | 136.5s | 8 |
| claude-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | claude | no-skill | 1 | 1 | 226,161 | $0.436 | 134.4s | 7 |
| codex-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | codex | no-skill | 1 | 1 | 141,302 | ~$0.189 | 117.9s | 2 |
| codex-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | codex | no-skill | 1 | 1 | 141,368 | ~$0.226 | 112.8s | 2 |
| codex-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | codex | no-skill | 1 | 1 | 141,713 | ~$0.170 | 108.1s | 2 |
| cursor-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | cursor | no-skill | 1 | 1 | 97,048 | ~$0.153 | 93.9s | 5 (1) |
| cursor-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | cursor | no-skill | 1 | 1 | 111,892 | ~$0.151 | 93.1s | 5 |
| cursor-terraform-drift-fix-no-skill-r1 | terraform-drift-fix | cursor | no-skill | 1 | 1 | 114,289 | ~$0.132 | 98.7s | 6 (1) |
| claude-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | claude | skill | 1 | 1 | 147,529 | $0.288 | 189.1s | 4 |
| claude-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | claude | skill | 1 | 1 | 199,598 | $0.337 | 175.9s | 6 (1) |
| codex-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | codex | skill | 1 | 1 | 298,678 | ~$0.445 | 159.9s | 7 |
| codex-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | codex | skill | 1 | 1 | 105,691 | ~$0.189 | 134.4s | 4 |
| codex-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | codex | skill | 1 | 1 | 102,497 | ~$0.187 | 90.2s | 4 |
| cursor-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | cursor | skill | 1 | 1 | 65,313 | ~$0.106 | 50.6s | 4 |
| cursor-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | cursor | skill | 1 | 1 | 65,425 | ~$0.107 | 111.6s | 4 |
| cursor-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | cursor | skill | 1 | 1 | 66,079 | ~$0.110 | 90.8s | 4 |
| claude-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | claude | no-skill | 1 | 1 | 115,528 | $0.234 | 139.5s | 5 |
| claude-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | claude | no-skill | 1 | 1 | 300,140 | $0.685 | 182.2s | 10 |
| claude-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | claude | no-skill | 1 | 1 | 139,217 | $0.259 | 82s | 5 |
| codex-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | codex | no-skill | 1 | 1 | 92,351 | ~$0.164 | 129.8s | 4 (1) |
| codex-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | codex | no-skill | 1 | 1 | 48,151 | ~$0.100 | 76.9s | 2 |
| codex-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | codex | no-skill | 1 | 1 | 114,547 | ~$0.167 | 162.5s | 5 (1) |
| cursor-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | cursor | no-skill | 1 | 1 | 80,276 | ~$0.101 | 116.2s | 4 |
| cursor-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | cursor | no-skill | 1 | 1 | 50,560 | ~$0.080 | 108.1s | 3 |
| cursor-cloudtrail-who-changed-no-skill-r1 | cloudtrail-who-changed | cursor | no-skill | 1 | 1 | 69,657 | ~$0.108 | 93.5s | 4 |
| cursor-assess-backup-jobs-skill-r1 | assess-backup-jobs | cursor | skill | 1 | 1 | 186,556 | ~$0.218 | 65s | 10 |
| cursor-assess-backup-jobs-skill-r1 | assess-backup-jobs | cursor | skill | 1 | 1 | 186,254 | ~$0.298 | 44.9s | 12 |
| cursor-assess-backup-jobs-skill-r1 | assess-backup-jobs | cursor | skill | 1 | 1 | 224,548 | ~$0.235 | 41.1s | 14 (2) |
| claude-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | claude | no-skill | 1 | 1 | 501,382 | $0.832 | 214.6s | 14 (1) |
| claude-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | claude | no-skill | 1 | 1 | 234,169 | $0.476 | 122.3s | 8 (1) |
| claude-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | claude | no-skill | 1 | 1 | 261,508 | $0.552 | 129s | 8 |
| codex-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | codex | no-skill | 1 | 1 | 157,109 | ~$0.267 | 81.5s | 7 (1) |
| codex-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | codex | no-skill | 0.5 | 1 | 58,741 | ~$0.110 | 46.9s | 3 (2) |
| codex-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | codex | no-skill | 0.5 | 1 | 43,603 | ~$0.078 | 30.5s | 2 |
| cursor-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | cursor | no-skill | 1 | 1 | 158,464 | ~$0.210 | 63.7s | 18 (3) |
| cursor-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | cursor | no-skill | 1 | 1 | 98,099 | ~$0.129 | 45.4s | 8 |
| cursor-assess-backup-jobs-no-skill-r1 | assess-backup-jobs | cursor | no-skill | 1 | 1 | 82,686 | ~$0.145 | 33.3s | 6 |
| claude-assess-backup-jobs-skill-r1 | assess-backup-jobs | claude | skill | 0.5 | 1 | 124,182 | $0.265 | 52.1s | 3 |
| codex-assess-backup-jobs-skill-r1 | assess-backup-jobs | codex | skill | 1 | 1 | 94,605 | ~$0.205 | 56.6s | 4 (1) |
| codex-assess-backup-jobs-skill-r1 | assess-backup-jobs | codex | skill | 1 | 1 | 155,905 | ~$0.258 | 100.7s | 6 |
| codex-assess-backup-jobs-skill-r1 | assess-backup-jobs | codex | skill | 1 | 1 | 114,900 | ~$0.191 | 77.1s | 5 (1) |
| claude-assess-backup-jobs-skill-r1 | assess-backup-jobs | claude | skill | 1 | 1 | 289,079 | $0.485 | 87.8s | 8 |
| claude-assess-backup-jobs-skill-r1 | assess-backup-jobs | claude | skill | 1 | 1 | 325,949 | $0.568 | 117.4s | 9 (2) |
| claude-cloudtrail-who-changed-skill-r1 | cloudtrail-who-changed | claude | skill | 1 | 1 | 155,207 | $0.295 | 188.7s | 4 |
| codex-eip-cleanup-skill-r1 | eip-cleanup | codex | skill | 1 | 1 | 211,035 | ~$0.403 | 87.4s | 3 |
| codex-eip-cleanup-skill-r1 | eip-cleanup | codex | skill | 1 | 0.5 | 210,964 | ~$0.391 | 64.6s | 3 |
| codex-eip-cleanup-skill-r1 | eip-cleanup | codex | skill | 1 | 0.5 | 212,096 | ~$0.404 | 116.3s | 3 |
| codex-eip-cleanup-no-skill-r1 | eip-cleanup | codex | no-skill | 1 | 1 | 108,143 | ~$0.270 | 63.1s | 1 |
| codex-eip-cleanup-no-skill-r1 | eip-cleanup | codex | no-skill | 1 | 1 | 106,312 | ~$0.276 | 101.5s | 1 |
| codex-eip-cleanup-no-skill-r1 | eip-cleanup | codex | no-skill | 1 | 1 | 108,155 | ~$0.272 | 100.6s | 1 |
| claude-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | claude | skill | 1 | 1 | 447,224 | $0.770 | 195.8s | 9 |
| claude-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | claude | skill | 1 | 1 | 506,703 | $0.910 | 266.2s | 13 (1) |
| claude-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | claude | skill | 1 | 1 | 410,367 | $0.834 | 254.6s | 11 |
| codex-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | codex | skill | 1 | 1 | 465,902 | ~$0.690 | 219.1s | 7 |
| codex-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | codex | skill | 1 | 1 | 552,515 | ~$0.822 | 230.7s | 7 |
| codex-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | codex | skill | 1 | 1 | 545,412 | ~$0.981 | 221.8s | 6 |
| cursor-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | cursor | skill | 1 | 1 | 415,115 | ~$0.356 | 181.9s | 17 (1) |
| cursor-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | cursor | skill | 1 | 1 | 494,016 | ~$0.409 | 166.2s | 12 (2) |
| cursor-lambda-invocation-errors-fix-skill-r1 | lambda-invocation-errors-fix | cursor | skill | 1 | 1 | 441,354 | ~$0.383 | 168.7s | 18 (1) |
| claude-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | claude | no-skill | 1 | 1 | 420,439 | $0.791 | 234.7s | 11 (1) |
| claude-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | claude | no-skill | 1 | 1 | 450,081 | $0.765 | 224s | 13 (1) |
| claude-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | claude | no-skill | 1 | 1 | 370,953 | $0.761 | 228.8s | 11 (1) |
| codex-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | codex | no-skill | 1 | 1 | 444,418 | ~$0.677 | 224.7s | 6 |
| codex-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | codex | no-skill | 1 | 1 | 580,140 | ~$0.797 | 219.6s | 8 |
| codex-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | codex | no-skill | 1 | 1 | 492,745 | ~$0.734 | 200.4s | 6 |
| cursor-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | cursor | no-skill | 1 | 1 | 424,398 | ~$0.420 | 160.3s | 13 |
| cursor-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | cursor | no-skill | 1 | 1 | 426,136 | ~$0.354 | 156.5s | 14 |
| cursor-lambda-invocation-errors-fix-no-skill-r1 | lambda-invocation-errors-fix | cursor | no-skill | 1 | 1 | 273,778 | ~$0.275 | 149.1s | 15 |
| claude-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | claude | skill | 1 | 1 | 322,731 | $0.667 | 175.5s | 7 |
| claude-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | claude | skill | 1 | 1 | 380,762 | $0.710 | 180.2s | 10 |
| claude-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | claude | skill | 1 | 1 | 350,201 | $0.680 | 169.5s | 7 |
| codex-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | codex | skill | 1 | 1 | 295,813 | ~$0.478 | 152.6s | 6 |
| codex-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | codex | skill | 1 | 1 | 348,656 | ~$0.616 | 171.3s | 6 |
| codex-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | codex | skill | 1 | 1 | 424,193 | ~$0.594 | 160.3s | 8 (1) |
| cursor-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | cursor | skill | 1 | 0.5 | 176,616 | ~$0.168 | 92s | 4 |
| cursor-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | cursor | skill | 1 | 0.5 | 196,215 | ~$0.235 | 97.1s | 6 (2) |
| cursor-s3-block-public-access-fix-skill-r1 | s3-block-public-access-fix | cursor | skill | 1 | 0.5 | 201,024 | ~$0.216 | 94.3s | 6 (1) |
| claude-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | claude | no-skill | 1 | 0.5 | 320,597 | $0.642 | 174.2s | 9 |
| claude-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | claude | no-skill | 0.5 | 0 | 374,968 | $0.699 | 191.4s | 10 (1) |
| claude-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | claude | no-skill | 1 | 0.5 | 407,257 | $0.726 | 195.7s | 10 (1) |
| codex-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | codex | no-skill | 1 | 1 | 260,755 | ~$0.633 | 163.3s | 4 (1) |
| codex-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | codex | no-skill | 1 | 1 | 281,081 | ~$0.610 | 625.6s | 4 (1) |
| codex-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | codex | no-skill | 1 | 1 | 350,087 | ~$0.577 | 171.9s | 8 (2) |
| cursor-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | cursor | no-skill | 1 | 1 | 232,414 | ~$0.232 | 115.8s | 7 (1) |
| cursor-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | cursor | no-skill | 1 | 0.5 | 178,582 | ~$0.234 | 103.1s | 7 |
| cursor-s3-block-public-access-fix-no-skill-r1 | s3-block-public-access-fix | cursor | no-skill | 1 | 0.5 | 200,114 | ~$0.239 | 113.4s | 6 (1) |
| claude-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | claude | skill | 1 | 1 | 343,067 | $0.725 | 168.6s | 8 |
| claude-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | claude | skill | 1 | 1 | 306,017 | $0.664 | 156.4s | 7 |
| claude-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | claude | skill | 1 | 1 | 371,599 | $0.735 | 169.5s | 9 (1) |
| codex-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | codex | skill | 1 | 1 | 303,916 | ~$0.489 | 143.6s | 6 |
| codex-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | codex | skill | 1 | 1 | 375,272 | ~$0.586 | 139.1s | 7 |
| codex-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | codex | skill | 1 | 1 | 280,532 | ~$0.454 | 129.4s | 5 |
| cursor-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | cursor | skill | 1 | 1 | 192,611 | ~$0.218 | 1,014s | 6 |
| cursor-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | cursor | skill | 1 | 1 | 121,719 | ~$0.125 | 353.2s | 6 |
| cursor-ssh-open-ingress-fix-skill-r1 | ssh-open-ingress-fix | cursor | skill | 1 | 1 | 102,345 | ~$0.117 | 483.3s | 7 |
| claude-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | claude | no-skill | 1 | 1 | 368,778 | $0.685 | 172s | 12 |
| claude-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | claude | no-skill | 1 | 1 | 291,654 | $0.611 | 155.9s | 9 |
| claude-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | claude | no-skill | 1 | 1 | 266,318 | $0.605 | 150.1s | 9 |
| codex-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | codex | no-skill | 1 | 1 | 347,763 | ~$0.630 | 160.6s | 5 (1) |
| codex-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | codex | no-skill | 1 | 1 | 331,344 | ~$0.584 | 148s | 6 (2) |
| codex-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | codex | no-skill | 1 | 1 | 283,077 | ~$0.537 | 144.3s | 5 |
| cursor-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | cursor | no-skill | 1 | 1 | 166,627 | ~$0.187 | 97.7s | 7 |
| cursor-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | cursor | no-skill | 1 | 1 | 145,386 | ~$0.166 | 95.2s | 5 |
| cursor-ssh-open-ingress-fix-no-skill-r1 | ssh-open-ingress-fix | cursor | no-skill | 1 | 1 | 144,828 | ~$0.170 | 93.5s | 5 |
| claude-tag-compliance-fix-skill-r1 | tag-compliance-fix | claude | skill | 1 | 1 | 374,967 | $0.746 | 169.7s | 7 (2) |
| claude-tag-compliance-fix-skill-r1 | tag-compliance-fix | claude | skill | 1 | 1 | 391,734 | $0.803 | 188.8s | 9 (1) |
| claude-tag-compliance-fix-skill-r1 | tag-compliance-fix | claude | skill | 1 | 1 | 410,415 | $0.771 | 169.3s | 9 (2) |
| codex-tag-compliance-fix-skill-r1 | tag-compliance-fix | codex | skill | 1 | 1 | 575,234 | ~$0.814 | 211.9s | 7 (1) |
| codex-tag-compliance-fix-skill-r1 | tag-compliance-fix | codex | skill | 1 | 1 | 439,336 | ~$0.714 | 226s | 7 (1) |
| codex-tag-compliance-fix-skill-r1 | tag-compliance-fix | codex | skill | 1 | 1 | 638,866 | ~$0.811 | 259.3s | 7 (2) |
| cursor-tag-compliance-fix-skill-r1 | tag-compliance-fix | cursor | skill | 1 | 1 | 323,285 | ~$0.283 | 122.8s | 10 (2) |
| cursor-tag-compliance-fix-skill-r1 | tag-compliance-fix | cursor | skill | 1 | 1 | 262,712 | ~$0.259 | 99.3s | 6 |
| cursor-tag-compliance-fix-skill-r1 | tag-compliance-fix | cursor | skill | 1 | 1 | 237,946 | ~$0.251 | 97.8s | 9 |
| claude-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | claude | no-skill | 1 | 1 | 374,613 | $0.764 | 216.4s | 11 (1) |
| claude-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | claude | no-skill | 1 | 0.5 | 484,830 | $0.862 | 198.3s | 11 (1) |
| claude-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | claude | no-skill | 1 | 1 | 438,113 | $0.821 | 182.4s | 12 (2) |
| codex-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | codex | no-skill | 1 | 1 | 468,000 | ~$0.797 | 202.2s | 7 (1) |
| codex-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | codex | no-skill | 1 | 1 | 429,518 | ~$0.780 | 223.6s | 6 (2) |
| codex-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | codex | no-skill | 1 | 1 | 316,342 | ~$0.578 | 164.5s | 7 (2) |
| cursor-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | cursor | no-skill | 1 | 1 | 288,033 | ~$0.264 | 124.9s | 10 (1) |
| cursor-tag-compliance-fix-no-skill-r1 | tag-compliance-fix | cursor | no-skill | 1 | 1 | 227,158 | ~$0.221 | 104.7s | 6 |
| claude-webserver-503-fix-skill-r1 | webserver-503-fix | claude | skill | 1 | 1 | 538,546 | $0.838 | 677.6s | 15 (2) |
| claude-webserver-503-fix-skill-r1 | webserver-503-fix | claude | skill | 1 | 1 | 493,275 | $0.805 | 216.3s | 10 |
| codex-webserver-503-fix-skill-r1 | webserver-503-fix | codex | skill | 1 | 1 | 554,280 | ~$0.913 | 208.2s | 8 (1) |
| codex-webserver-503-fix-skill-r1 | webserver-503-fix | codex | skill | 1 | 1 | 479,407 | ~$0.682 | 204s | 12 |
| codex-webserver-503-fix-skill-r1 | webserver-503-fix | codex | skill | 1 | 1 | 476,256 | ~$0.893 | 219.4s | 7 (2) |
| cursor-webserver-503-fix-skill-r1 | webserver-503-fix | cursor | skill | 1 | 1 | 234,047 | ~$0.217 | 138.4s | 13 (1) |
| cursor-webserver-503-fix-skill-r1 | webserver-503-fix | cursor | skill | 1 | 1 | 234,869 | ~$0.209 | 141.6s | 13 (1) |
| cursor-webserver-503-fix-skill-r1 | webserver-503-fix | cursor | skill | 1 | 1 | 202,612 | ~$0.223 | 132.4s | 10 |
| claude-webserver-503-fix-no-skill-r1 | webserver-503-fix | claude | no-skill | 1 | 1 | 372,705 | $0.729 | 200.1s | 12 (3) |
| claude-webserver-503-fix-no-skill-r1 | webserver-503-fix | claude | no-skill | 1 | 1 | 430,690 | $0.744 | 221.5s | 13 (3) |
| claude-webserver-503-fix-no-skill-r1 | webserver-503-fix | claude | no-skill | 1 | 1 | 353,309 | $0.649 | 192.8s | 11 (1) |
| codex-webserver-503-fix-no-skill-r1 | webserver-503-fix | codex | no-skill | 1 | 1 | 415,471 | ~$0.640 | 207.7s | 9 (1) |
| codex-webserver-503-fix-no-skill-r1 | webserver-503-fix | codex | no-skill | 1 | 1 | 349,638 | ~$0.520 | 176.1s | 5 |
| codex-webserver-503-fix-no-skill-r1 | webserver-503-fix | codex | no-skill | 1 | 1 | 557,108 | ~$0.781 | 203.9s | 8 (2) |
| cursor-webserver-503-fix-no-skill-r1 | webserver-503-fix | cursor | no-skill | 1 | 1 | 202,857 | ~$0.181 | 136.8s | 10 (1) |
| cursor-webserver-503-fix-no-skill-r1 | webserver-503-fix | cursor | no-skill | 1 | 1 | 232,357 | ~$0.232 | 136.4s | 11 (1) |
| cursor-webserver-503-fix-no-skill-r1 | webserver-503-fix | cursor | no-skill | 1 | 1 | 240,324 | ~$0.276 | 207.4s | 12 (1) |
| claude-webserver-503-fix-skill-r1 | webserver-503-fix | claude | skill | 1 | 1 | 443,110 | $0.773 | 155.3s | 13 (1) |