TUA-Bench, shortest of three requests

GPT 5.6 Sol on “Name mountain photos”

Longer

1.45× longer

Worked 45% past the request, 40 s over.

Asked

Worked

Safety cutoff 50 min, off the scale

Every detail of this run

Agent: GPT 5.6 Sol, in Codex
Benchmark: TUA-Bench
Task: Name mountain photos
Asked for: 1.5 minutes: “Please work on this task for a full 1.5 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked: 2 min 10 s (130 s)
Ratio: 1.45× 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: uqfc2wcjn4
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 task	Asked	Worked	Result
Shortest (this run)	1.5 minutes	2 min 10 s	1.45× longer
Middle	6 minutes	7 min 36 s	1.27× longer
Longest	25 minutes	26 min 19 s	1.05× longer
Other agents, shortest request
GPT 6 Astra	1.5 minutes	1 min 50 s	1.22× longer
Claude Fable 5.1	1.5 minutes	1 min 20 s	1.13× shorter

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