DeepSWE v1.1, shortest of three requests

GPT 6 Astra on “Fix isolated Go-side calls for Tengo callables and closures”

Longer

1.21× longer

Worked 21% past the request, 1 min 2 s over.

Asked for
5 minutes
Worked
6 min 2 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 6 Astra, 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
6 min 2 s (362 s)
Ratio
1.21× 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
usfabpylx7
Data release
26 Sep 2026
The other requests for GPT 6 Astra on this task, and the other agents at this request
Astra on this taskAskedWorkedSplitResult
Shortest (this run)5 minutes6 min 2 s1.21× longer
Middle20 minutes20 min 25 sWithin 5%
Longest80 minutes1 h 21 minWithin 5%
Other agents, shortest request
GPT 5.6 Sol5 minutes14 min 26 s2.89× longer
Claude Fable 5.15 minutes36 min 18 s7.26× longer

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

Data and citation

Upstream: Huang et al., 2026