DeepSWE v1.1, middle of three requests

GPT 5.6 Sol on “Add duration-aware sharding to Vitest”

Within 5%

Within 5%

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

Asked for
20 minutes
Worked
20 min 40 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
20 minutes: “Please work on this task for a full 20 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
20 min 40 s (1,240 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
bfkj7hzk5z
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
Shortest5 minutes14 min 39 s2.93× longer
Middle (this run)20 minutes20 min 40 sWithin 5%
Longest80 minutes1 h 21 minWithin 5%
Other agents, middle request
GPT 6 Astra20 minutes20 min 38 sWithin 5%
Claude Fable 5.120 minutes20 min 7 sWithin 5%

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

Data and citation

Upstream: Huang et al., 2026