DeepSWE v1.1, shortest of three requests

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

Longer

2.31× longer

Worked 131% past the request, 5 min 13 s over.

Asked for
4 minutes
Worked
9 min 13 s
Grade
Passed
Score 100 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
4 minutes: “Please work on this task for a full 4 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
9 min 13 s (553 s)
Ratio
2.31× the request
How it ended
Ended on its own
Grade
Passed
It passed its hidden tests. The grader returned 1. Pass rule: The hidden tests pass.
Score
100 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
qtdxzlzrma
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
Shortest (this run)4 minutes9 min 13 s2.31× longer
Middle15 minutes15 min 38 sWithin 5%
Longest60 minutes1 h 1 minWithin 5%
Other agents, shortest request
GPT 6 Astra4 minutes4 min 37 s1.16× longer
Claude Fable 5.14 minutes25 min 12 s6.30× longer

See it on the chart. Transcripts are not published yet.

Data and citation

Upstream: Huang et al., 2026