Signature bake

GPT-6.1 Sol

Maker
OpenAI
Harness
Codex 0.166.0
Effort
low
Runs
2 a task, 60 in all
Run dates
1 to 7 Nov 2026
Prices as of
29 Sep 2026, list
Solved
48 of 60
80% · 5th of 10
Cost per fix
$0.28
5th lowest of 10
Time per run
1m55s
median · 7th lowest of 10
Lines to review
148
median · 8th lowest of 10

All 30 tasks

Tasks most agents solvedOne column a task, run 1 on top. Hover over a run for detailed stats.Tasks few agents solved

Where it failed

Solved on every run: 23 tasks. Failed at least one run: 7 tasks.

TaskRunsRun 1Run 2All agents
Choosing "Uncategorized" doesn't stickJavaScript · Bug fix$0.16 · 1m39s · 306 lines316K tokens in · 6.1K out$0.20 · 3m00s · 302 lines347K tokens in · 7.8K out12 / 19
Serve a second user from one installPython · Feature$0.25 · 2m49s · 572 lines562K tokens in · 9.2K out$0.28 · 4m21s · 615 lines616K tokens in · 10K out12 / 19
Derive player values instead of hand-picking two numbersTypeScript · Feature$0.44 · 7m18s · 414 lines1.7M tokens in · 14K out$0.40 · 5m23s · 473 lines1.3M tokens in · 13K out12 / 19
One failed check silences the other alertsPython · Feature$0.72 · 14m39s · 1397 lines2.7M tokens in · 27K out$0.82 · 12m03s · 1454 lines3.0M tokens in · 31K out11 / 19
One provider's teams appear with nobody on themTypeScript · Bug fix$0.21 · 3m11s · 229 lines536K tokens in · 8.1K out$0.13 · 1m53s · 125 lines324K tokens in · 3.9K out4 / 19
Pages load with their numbers blank once the season startsTypeScript · Bug fix$0.29 · 2m57s · 142 lines838K tokens in · 6.8K out$0.20 · 2m14s · 155 lines617K tokens in · 4.6K out1 / 19
Hundreds of players missing from an importPython · Bug fix$0.39 · 4m39s · 517 lines1.5M tokens in · 11K out$0.66 · 8m22s · 450 lines2.8M tokens in · 21K out0 / 19