ProgramBench, middle of three requests

GPT 5.6 Sol on “noborus/trdsql”

Within 5%

Worked 101% of the time asked, within 5% of it.

Asked

Worked

Safety cutoff 6 h 40 min, off the scale

Every detail of this run

Agent: GPT 5.6 Sol, in Codex
Benchmark: ProgramBench
Task: noborus/trdsql
Asked for: 50 minutes: “Please work on this task for a full 50 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked: 50 min 30 s (3,030 s)
Ratio: 1.01× the request
How it ended: Ending not labelled yet
Grade: Did not pass; It did not pass every hidden test. The grader returned 0.881. Pass rule: Resolved: every hidden test passes.
Score: 88.1 of 100; Graded afterwards. The paper's value.
Wording: The standard sentence, used from 4 September 2026.
Run id: hnddedx6fe
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	12.5 minutes	13 min 48 s	1.10× longer
Middle (this run)	50 minutes	50 min 30 s	Within 5%
Longest	200 minutes	1 h	3.33× shorter
Other agents, middle request
GPT 6 Astra	50 minutes	50 min 38 s	Within 5%
Claude Fable 5.1	50 minutes	20 s	147.06× shorter

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Read before quoting. How this run ended has not been labelled yet. It is timed like every other run and counted in every number. Details

Data and citation