Grok 4.7 High leads on quality: 21.9 points higher; Haiku 5.5 low leads on cost and agent time: 23.0× cheaper and 1.9× faster.
Stet score
Grok 4.7 HighRank 4 of 14
63.295% range 52.2–73.221.9 points higher
Haiku 5.5 lowRank 10 of 14
41.395% range 34.8–47.8
Grok 4.7 High solved 3 tasks that Haiku 5.5 low didn’t, and Haiku 5.5 low solved 1 that Grok 4.7 High didn’t. Both solved 10; neither solved 10.
stet-6f84e978Passed testsstet-commit-f8ae1177Passed testsstet-2450ca2dPassed testsstet-43493c52Passed testsA task counts as solved when its tests passed or a judge found the fix equivalent to the merged change, as in the leaderboard’s Solved column. Stet score also weighs code quality, so it can order the two differently.
| Task | Grok 4.7 High | Haiku 5.5 low | Solved by |
|---|---|---|---|
stet-3169aefa | Passed tests | Passed tests | Both |
stet-89dfbc27 | Passed tests | Passed tests | Both |
stet-b28f4fe7 | Passed tests | Passed tests | Both |
stet-232b50ba | Passed tests | Passed tests | Both |
stet-5276aa3f | Passed tests | Passed tests | Both |
stet-commit-bbbbae09 | Passed tests | Passed tests | Both |
stet-15439c21 | Passed tests | Equivalent to the merged fix | Both |
stet-66762b4c | Passed tests | Equivalent to the merged fix | Both |
stet-commit-f0caded9 | Equivalent to the merged fix | Equivalent to the merged fix | Both |
stet-commit-5d766dde | Equivalent to the merged fix | Equivalent to the merged fix | Both |
stet-43493c52 | Failed | Passed tests | Haiku 5.5 low only |
stet-6f84e978 | Passed tests | Failed | Grok 4.7 High only |
stet-commit-f8ae1177 | Passed tests | Failed | Grok 4.7 High only |
stet-2450ca2d | Passed tests | Failed | Grok 4.7 High only |
stet-commit-342d0ac0 | Failed | Failed | Neither |
stet-commit-60a0e6c2 | Failed | Failed | Neither |
stet-commit-5e075641 | Failed | Failed | Neither |
stet-commit-2826765e | Failed | Failed | Neither |
stet-commit-a8716b88 | Failed | Failed | Neither |
stet-commit-30506f8e | Failed | Failed | Neither |
stet-commit-87814583 | Failed | Failed | Neither |
stet-commit-d2ab0c25 | Failed | Failed | Neither |
stet-commit-e41c2e2d | Failed | Failed | Neither |
stet-commit-e928166f | Failed | Failed | Neither |
| Metric | Grok 4.7 High | Haiku 5.5 low |
|---|---|---|
| Rank | 4 of 14 | 10 of 14 |
| Stet score | 63.295% range 52.2–73.2 | 41.395% range 34.8–47.8 |
| Solved | 13/2411 passed, 2 judged equivalent | 11/247 passed, 4 judged equivalent |
| Passed review | 9/24 | 8/24 |
| Matched merged change | 9/24 | 9/24 |
| Cost / task | $5.76 | $0.25 |
| How cost was recorded | estimated from tokens | reported by its harness |
| Agent time / task | 18.9 min | 9.9 min |
| Ran in | Daytona sandbox | Daytona sandbox |
The leaderboard’s readings on groups of tasks. Each group holds fewer tasks than the overall standings, so treat these as leads to test on your repo.
11 tasks
11 tasks whose merged change was 2–149 lines in 1–2 files. The 7 small fixes below are among them.
Both matched the merged change on 7 of 11.
| Grok 4.7 High | Haiku 5.5 low | |
|---|---|---|
| Matched merged change | 7/11 | 7/11 |
| Passed review | 7/11 | 7/11 |
| Cost / task | $2.35 | $0.02 |
| Agent time / task | 8.8 min | 2.8 min |
7 tasks
7 tasks whose instructions start with “Fix”. Their merged changes were 4–29 lines in 1–2 files.
Haiku 5.5 low matched the merged change more often: 5 of 7 to Grok 4.7 High’s 4.
| Grok 4.7 High | Haiku 5.5 low | |
|---|---|---|
| Matched merged change | 4/7 | 5/7 |
| Passed review | 4/7 | 5/7 |
| Cost / task | $1.85 | $0.01 |
| Agent time / task | 8.1 min | 2.7 min |
13 tasks
13 tasks whose merged change ran over 150 lines or more than 3 files: 113–1,420 lines in 2–19 files.
Both matched the merged change on 2 of 13.
Grok 4.7 High passed review more often: 2 of 13 to Haiku 5.5 low’s 1.
| Grok 4.7 High | Haiku 5.5 low | |
|---|---|---|
| Matched merged change | 2/13 | 2/13 |
| Passed review | 2/13 | 1/13 |
| Cost / task | $8.64 | $0.45 |
| Agent time / task | 27.5 min | 15.9 min |
Stet replays your merged PRs, scores quality above pass/fail, and delivers comparison reports through your agent.
Run it on your repocompare-n24-r3b.