ProgramBench, middle of three requests

GPT 5.6 Sol on “stathissideris/ditaa”

Within 5%

Within 5%

Worked 95% of the time asked, within 5% of it.

Asked for
30 minutes
Worked
28 min 32 s
Grade
Did not pass
Score 18.9 of 100. Graded afterwards.
How it ended
Ending not labelled yet
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
ProgramBench
Asked for
30 minutes: “Please work on this task for a full 30 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
28 min 32 s (1,712 s)
Ratio
0.95× the request
How it ended
Ending not labelled yet
Grade
Did not pass
It did not pass every hidden test. The grader returned 0.189. Pass rule: Resolved: every hidden test passes.
Score
18.9 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
oviwdsgddv
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
Shortest8 minutes21 min 29 s2.69× longer
Middle (this run)30 minutes28 min 32 sWithin 5%
Longest125 minutes2 h 6 minWithin 5%
Other agents, middle request
GPT 6 Astra30 minutes30 min 20 sWithin 5%
Claude Fable 5.130 minutes2 h 29 min4.98× longer

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

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

Upstream: Yang et al., 2026