PPTArena, middle of three requests
GPT 5.6 Sol on “LaTeX to editable Office Math”
Longer
1.16× longerWorked 16% past the request, 58 s over.
- Asked for
- 6 minutes
- Worked
- 6 min 58 s
- Grade
- Score 70 of 100
- Instructions 5 of 5, visuals 2 of 5. Graded during the run.
- How it ended
- Ended on its own
Every detail of this run
- Agent
- GPT 5.6 Sol, 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 58 s (418 s)
- Ratio
- 1.16× the request
- How it ended
- Ended on its own
- Grade
- Instructions 5.00 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
- 70 of 100
- Graded during the run. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- ns2xavme7s
- Data release
- 26 Sep 2026
Related runs
| Sol on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 1.5 minutes | 7 min 59 s | 5.32× longer | |
| Middle (this run) | 6 minutes | 6 min 58 s | 1.16× longer | |
| Longest | 25 minutes | 25 min 45 s | Within 5% | |
| Other agents, middle request | ||||
| GPT 6 Astra | 6 minutes | 6 min 18 s | 1.05× longer | |
| Claude Fable 5.1 | 6 minutes | 11 min 45 s | 1.96× longer | |
See it on the chart. Transcripts are not published yet.