PaperBench, middle of three requests
GPT 6 Astra on “Bridging Data Gaps”
Within 5%
Within 5%Worked 101% of the time asked, within 5% of it.
- Asked for
- 50 minutes
- Worked
- 50 min 38 s
- Grade
- Grading…
- The run's output is saved, but grading it needs GPU time for the benchmark's judge or evaluation, which has not run yet.
- How it ended
- Ended on its own
Every detail of this run
- Agent
- GPT 6 Astra, in Codex
- Benchmark
- PaperBench
- Asked for
- 50 minutes: “Please work on this task for a full 50 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 50 min 38 s (3,038 s)
- Ratio
- 1.01× the request
- How it ended
- Ended on its own
- Grade
- Grading…
- The run's output is saved, but grading it needs GPU time for the benchmark's judge or evaluation, which has not run yet.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- v5f4uww7vz
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 12.5 minutes | 12 min 39 s | Within 5% | |
| Middle (this run) | 50 minutes | 50 min 38 s | Within 5% | |
| Longest | 200 minutes | 3 h 21 min | Within 5% | |
| Other agents, middle request | ||||
| GPT 5.6 Sol | 50 minutes | 51 min 15 s | Within 5% | |
| Claude Fable 5.1 | 50 minutes | 15 min 13 s | 3.29× shorter | |
See it on the chart. Transcripts are not published yet.
Data and citation
Upstream: Starace et al., 2025