DeepSWE v1.1, middle of three requests
GPT 5.6 Sol on “Add session bundle recording and replay to IPython”
Within 5%
Within 5%Worked 103% of the time asked, within 5% of it.
- Asked for
- 15 minutes
- Worked
- 15 min 27 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
- 15 minutes: “Please work on this task for a full 15 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 15 min 27 s (927 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
- lgo4lzvetq
- Data release
- 26 Sep 2026
Related runs
| Sol on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 4 minutes | 13 min 13 s | 3.30× longer | |
| Middle (this run) | 15 minutes | 15 min 27 s | Within 5% | |
| Longest | 60 minutes | 1 h 1 min | Within 5% | |
| Other agents, middle request | ||||
| GPT 6 Astra | 15 minutes | 15 min 24 s | Within 5% | |
| Claude Fable 5.1 | 15 minutes | 12 min 40 s | 1.18× shorter | |
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Data and citation
Upstream: Huang et al., 2026