PPTArena, longest of three requests

GPT 6 Astra on “Arabic translation and layout”

Longer

1.48× longer

Worked 48% past the request, 11 min 53 s over.

Asked for
25 minutes
Worked
36 min 53 s
Grade
Score 60 of 100
Instructions 2 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
25 minutes: “Please work on this task for a full 25 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
36 min 53 s (2,213 s)
Ratio
1.48× the request
How it ended
Ended on its own
Grade
Instructions 2.00 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
60 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
2xwcquej7h
Data release
26 Sep 2026
The other requests for GPT 6 Astra on this task, and the other agents at this request
Astra on this taskAskedWorkedSplitResult
Shortest1.5 minutes4 min 41 s3.12× longer
Middle6 minutes6 min 16 sWithin 5%
Longest (this run)25 minutes36 min 53 s1.48× longer
Other agents, longest request
GPT 5.6 Sol25 minutes14 min 24 s1.74× shorter
Claude Fable 5.125 minutes18 min 44 s1.33× shorter

See it on the chart. Transcripts are not published yet.

Data and citation