ProgramBench, middle of three requests
GPT 6 Astra on “lfos/calcurse”
Within 5%
Within 5%Worked 100% of the time asked, within 5% of it.
- Asked for
- 100 minutes
- Worked
- 1 h 40 min
- Grade
- Did not pass
- Score 72.5 of 100. Graded afterwards.
- How it ended
- Ending not labelled yet
Every detail of this run
- Agent
- GPT 6 Astra, in Codex
- Benchmark
- ProgramBench
- Task
- lfos/calcurse
- Asked for
- 100 minutes: “Please work on this task for a full 100 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 1 h 40 min (6,021 s)
- Ratio
- 1.00× the request
- How it ended
- Ending not labelled yet
- Grade
- Did not pass
- It did not pass every hidden test. The grader returned 0.725. Pass rule: Resolved: every hidden test passes.
- Score
- 72.5 of 100
- Graded afterwards. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- rjgln4ew5i
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 25 minutes | 25 min 14 s | Within 5% | |
| Middle (this run) | 100 minutes | 1 h 40 min | Within 5% | |
| Longest | 400 minutes | 6 h 41 min | Within 5% | |
| Other agents, middle request | ||||
| GPT 5.6 Sol | 100 minutes | 1 h 41 min | Within 5% | |
| Claude Fable 5.1 | 100 minutes | 2 h 16 min | 1.36× longer | |
See it on the chart. Transcripts are not published yet.
Read before quoting. How this run ended has not been labelled yet. It is timed like every other run and counted in every number. Details
Data and citation
Upstream: Yang et al., 2026