DeepSWE v1.1, longest of three requests

GPT 6 Astra on “Add hierarchical evaluation cancellation to Boa”

Within 5%

Within 5%

Worked 102% of the time asked, within 5% of it.

Asked for
125 minutes
Worked
2 h 8 min
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
125 minutes: “Please work on this task for a full 125 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 h 8 min (7,651 s)
Ratio
1.02× 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
aqhjplnnzc
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
Shortest8 minutes8 min 24 sWithin 5%
Middle30 minutes31 min 8 sWithin 5%
Longest (this run)125 minutes2 h 8 minWithin 5%
Other agents, longest request
GPT 5.6 Sol125 minutes2 h 6 minWithin 5%
Claude Fable 5.1125 minutes40 min 16 s3.10× shorter

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Data and citation

Upstream: Huang et al., 2026