PPTArena, middle of three requests
GPT 6 Astra on “Theme and backgrounds across 28 slides”
Longer
1.12× longerWorked 12% past the request, 45 s over.
- Asked for
- 6 minutes
- Worked
- 6 min 45 s
- Grade
- Score 80 of 100
- Instructions 4 of 5, visuals 4 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 45 s (405 s)
- Ratio
- 1.12× the request
- How it ended
- Ended on its own
- Grade
- Instructions 4.00 of 5, visuals 4.00 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
- 80 of 100
- Graded during the run. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- 6dya5strnt
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 1.5 minutes | 4 min 11 s | 2.79× longer | |
| Middle (this run) | 6 minutes | 6 min 45 s | 1.12× longer | |
| Longest | 25 minutes | 25 min 38 s | Within 5% | |
| Other agents, middle request | ||||
| GPT 5.6 Sol | 6 minutes | 14 min 33 s | 2.43× longer | |
| Claude Fable 5.1 | 6 minutes | 17 min 51 s | 2.97× longer | |
See it on the chart. Transcripts are not published yet.