PPTArena, middle of three requests

GPT 5.6 Sol on “Arabic translation and layout”

Longer

2.43× longer

Worked 143% past the request, 8 min 36 s over.

Asked for
6 minutes
Worked
14 min 36 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 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
14 min 36 s (876 s)
Ratio
2.43× 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
hu5ogcbhzd
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 minutes11 min 57 s7.97× longer
Middle (this run)6 minutes14 min 36 s2.43× longer
Longest25 minutes14 min 24 s1.74× shorter
Other agents, middle request
GPT 6 Astra6 minutes6 min 16 sWithin 5%
Claude Fable 5.16 minutes18 min 1 s3.00× longer

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

Data and citation