TUA-Bench, longest of three requests

GPT 5.6 Sol on “Daily email report”

Within 5%

Within 5%

Worked 103% of the time asked, within 5% of it.

Asked for
25 minutes
Worked
25 min 40 s
Grade
Passed
Score 100 of 100. Graded during the run.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
TUA-Bench
Asked for
25 minutes: “Please work on this task for a full 25 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
25 min 40 s (1,540 s)
Ratio
1.03× the request
How it ended
Ended on its own
Grade
Passed
It completed the task in full. The grader returned 1. Pass rule: Full completion: a reward of 1 on the final state.
Score
100 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
fiuskyuwk5
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 minutes1 min 49 s1.21× longer
Middle6 minutes6 min 5 sWithin 5%
Longest (this run)25 minutes25 min 40 sWithin 5%
Other agents, longest request
GPT 6 Astra25 minutes25 min 15 sWithin 5%
Claude Fable 5.125 minutes2 min 9 s11.67× shorter
Muse Spark 1.325 minutes2 min 10 s11.54× shorter

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

Data and citation

Upstream: Chen et al., 2026