PPTArena, middle of three requests
GPT 6 Astra on “Copernicus climate multi-edit cascade”
Longer
1.05× longerWorked 5% past the request, 18 s over.
- Asked for
- 6 minutes
- Worked
- 6 min 18 s
- Grade
- Score 50 of 100
- Instructions 3 of 5, visuals 2 of 5. Graded during the run.
- How it ended
- Ended on its own
Every detail of this run
- Agent
- GPT 6 Astra, in Codex
- Benchmark
- PPTArena
- Asked for
- 6 minutes: “Please work on this task for a full 6 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 6 min 18 s (378 s)
- Ratio
- 1.05× the request
- How it ended
- Ended on its own
- Grade
- Instructions 3.00 of 5, visuals 2.00 of 5
- Two 0-to-5 judge scores, instruction following (IF) and visual quality (VQ), each the median of 3 judge samples. No official pass rule.
- Score
- 50 of 100
- Graded during the run. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- 3mml4u3gs6
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 1.5 minutes | 2 min 19 s | 1.54× longer | |
| Middle (this run) | 6 minutes | 6 min 18 s | 1.05× longer | |
| Longest | 25 minutes | 25 min 17 s | Within 5% | |
| Other agents, middle request | ||||
| GPT 5.6 Sol | 6 minutes | 7 min | 1.17× longer | |
| Claude Fable 5.1 | 6 minutes | 9 min 39 s | 1.61× longer | |
See it on the chart. Transcripts are not published yet.