DeepSWE v1.1, shortest of three requests

GPT 5.6 Sol on “Add JSON Schema references and dependency keywords to ArkType”

Longer

3.37× longer

Worked 237% past the request, 11 min 51 s over.

Asked for
5 minutes
Worked
16 min 51 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
5 minutes: “Please work on this task for a full 5 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
16 min 51 s (1,011 s)
Ratio
3.37× 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
oueld2luf3
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)5 minutes16 min 51 s3.37× longer
Middle20 minutes28 min 14 s1.41× longer
Longest80 minutes1 h 21 minWithin 5%
Other agents, shortest request
GPT 6 Astra5 minutes5 min 35 s1.12× longer
Claude Fable 5.15 minutes43 min 55 s8.78× longer

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

Data and citation

Upstream: Huang et al., 2026