DeepSWE v1.1, middle of three requests

GPT 5.6 Sol on “Add multicolumn spans to KaTeX array-like environments”

Within 5%

Within 5%

Worked 104% of the time asked, within 5% of it.

Asked for
15 minutes
Worked
15 min 38 s
Grade
Did not pass
Score 0 of 100. Graded during the run.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
DeepSWE v1.1
Asked for
15 minutes: “Please work on this task for a full 15 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
15 min 38 s (938 s)
Ratio
1.04× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass its hidden tests. The grader returned 0. Pass rule: The hidden tests pass.
Score
0 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
hcdg7axc54
Data release
26 Sep 2026
The other requests for GPT 5.6 Sol on this task, and the other agents at this request
Sol on this taskAskedWorkedSplitResult
Shortest4 minutes9 min 13 s2.31× longer
Middle (this run)15 minutes15 min 38 sWithin 5%
Longest60 minutes1 h 1 minWithin 5%
Other agents, middle request
GPT 6 Astra15 minutes15 min 18 sWithin 5%
Claude Fable 5.115 minutes27 min 17 s1.82× longer

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Data and citation

Upstream: Huang et al., 2026