TUA-Bench, shortest of three requests

GPT 5.6 Sol on “Fix MP3 metadata”

Longer

1.55× longer

Worked 55% past the request, 42 s over.

Asked for
1.25 minutes
Worked
1 min 57 s
Grade
Files not found
The files this run saved have not been found, so it has no grade.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
TUA-Bench
Asked for
1.25 minutes: “Please work on this task for a full 1.25 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
1 min 57 s (117 s)
Ratio
1.55× the request
How it ended
Ended on its own
Grade
Files not found
The files this run saved have not been found, so it has no grade.
Wording
The standard sentence, used from 4 September 2026.
Run id
kqoe5ph2lb
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
Shortest (this run)1.25 minutes1 min 57 s1.55× longer
Middle5 minutes5 min 45 s1.15× longer
Longest20 minutes21 min 6 s1.05× longer
Other agents, shortest request
GPT 6 Astra1.25 minutes1 min 32 s1.23× longer
Claude Fable 5.11.25 minutes45 s1.68× shorter

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

Data and citation

Upstream: Chen et al., 2026