DeepSWE v1.1, middle of three requests

GPT 6 Astra on “Reconstruct template strings in OPA partial-evaluation output”

Within 5%

Within 5%

Worked 103% of the time asked, within 5% of it.

Asked for
40 minutes
Worked
41 min 10 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
40 minutes: “Please work on this task for a full 40 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
41 min 10 s (2,470 s)
Ratio
1.03× 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
7xeuwoea2y
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
Shortest10 minutes10 min 17 sWithin 5%
Middle (this run)40 minutes41 min 10 sWithin 5%
Longest150 minutes2 h 31 minWithin 5%
Other agents, middle request
GPT 5.6 Sol40 minutes30 min 6 s1.33× shorter
Claude Fable 5.140 minutes26 min 21 s1.52× shorter

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Data and citation

Upstream: Huang et al., 2026