DeepSWE v1.1, shortest 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
10 minutes
Worked
10 min 17 s
Grade
Did not pass
Score 0 of 100. Graded afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 6 Astra, in Codex
Benchmark
DeepSWE v1.1
Asked for
10 minutes: “Please work on this task for a full 10 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
10 min 17 s (617 s)
Ratio
1.03× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass its hidden tests. The grader returned 0. Pass rule: The hidden tests pass.
Score
0 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
evjcelgkf2
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)10 minutes10 min 17 sWithin 5%
Middle40 minutes41 min 10 sWithin 5%
Longest150 minutes2 h 31 minWithin 5%
Other agents, shortest request
GPT 5.6 Sol10 minutes58 min 53 s5.89× longer
Claude Fable 5.110 minutes41 min 22 s4.14× longer

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

Data and citation

Upstream: Huang et al., 2026