PPTArena, middle of three requests

GPT 5.6 Sol on “Swimlane process diagram”

Within 5%

Within 5%

Worked 105% of the time asked, within 5% of it.

Asked for
6 minutes
Worked
6 min 17 s
Grade
Score 50 of 100
Instructions 3 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 17 s (377 s)
Ratio
1.05× the request
How it ended
Ended on its own
Grade
Instructions 3.00 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
50 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
tmjy7kpfwb
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 min 3 s2.70× longer
Middle (this run)6 minutes6 min 17 sWithin 5%
Longest25 minutes26 min 45 s1.07× longer
Other agents, middle request
GPT 6 Astra6 minutes6 min 20 s1.05× longer
Claude Fable 5.16 minutes8 min 53 s1.48× longer

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Data and citation