PPTArena, middle of three requests

GPT 5.6 Sol on “Copernicus climate multi-edit cascade”

Longer

1.17× longer

Worked 17% past the request, 1 min over.

Asked for
6 minutes
Worked
7 min
Grade
Score 50 of 100
Instructions 2 of 5, visuals 3 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
7 min (420 s)
Ratio
1.17× the request
How it ended
Ended on its own
Grade
Instructions 2.00 of 5, visuals 3.00 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
cnh6wvsmqa
Data release
26 Sep 2026
The other requests for GPT 5.6 Sol on this task, and the other agents at this request
Sol on this taskAskedWorkedSplitResult
Shortest1.5 minutes5 min 35 s3.73× longer
Middle (this run)6 minutes7 min1.17× longer
Longest25 minutes25 min 55 sWithin 5%
Other agents, middle request
GPT 6 Astra6 minutes6 min 18 s1.05× longer
Claude Fable 5.16 minutes9 min 39 s1.61× longer

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Data and citation