DeepSWE v1.1, shortest of three requests

GPT 5.6 Sol on “Add RFC 5545 timezone interoperability to dateutil recurrence parsing”

Longer

2.44× longer

Worked 144% past the request, 5 min 46 s over.

Asked for
4 minutes
Worked
9 min 46 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
4 minutes: “Please work on this task for a full 4 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
9 min 46 s (586 s)
Ratio
2.44× 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
dwhbshtpjf
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
Shortest (this run)4 minutes9 min 46 s2.44× longer
Middle15 minutes14 min 59 sWithin 5%
Longest60 minutes1 h 1 minWithin 5%
Other agents, shortest request
GPT 6 Astra4 minutes4 min 23 s1.09× longer
Claude Fable 5.14 minutes25 min 8 s6.28× longer

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

Data and citation

Upstream: Huang et al., 2026