PPTArena, middle of three requests

GPT 5.6 Sol on “Animation and bullet sequencing”

Within 5%

Within 5%

Worked 96% of the time asked, within 5% of it.

Asked for
6 minutes
Worked
5 min 47 s
Grade
Score 80 of 100
Instructions 3 of 5, visuals 5 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
5 min 47 s (347 s)
Ratio
0.96× the request
How it ended
Ended on its own
Grade
Instructions 3.00 of 5, visuals 5.00 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
zyqbmjipjd
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 minutes4 min2.67× longer
Middle (this run)6 minutes5 min 47 sWithin 5%
Longest25 minutes25 min 28 sWithin 5%
Other agents, middle request
GPT 6 Astra6 minutes6 min 17 sWithin 5%
Claude Fable 5.16 minutes8 min 36 s1.43× longer

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Data and citation