Terminal-Bench 4.0, middle of three requests

GPT 6 Astra on “Resolve a 20-claim heat-pump warranty exception queue”

Within 5%

Within 5%

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

Asked for
15 minutes
Worked
15 min 30 s
Grade
Passed
Score 100 of 100. Graded during the run.
How it ended
Ending not labelled yet
Every detail of this run
Agent
GPT 6 Astra, in Codex
Asked for
15 minutes: “Please work on this task for a full 15 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
15 min 30 s (930 s)
Ratio
1.03× the request
How it ended
Ending not labelled yet
Grade
Passed
It passed the task's tests. The grader returned 1. Pass rule: The task's tests pass.
Score
100 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
34y7qh3z3d
Data release
26 Sep 2026
The other requests for GPT 6 Astra on this task, and the other agents at this request
Astra on this taskAskedWorkedSplitResult
Shortest4 minutes4 min 10 sWithin 5%
Middle (this run)15 minutes15 min 30 sWithin 5%
Longest60 minutes1 h 1 minWithin 5%
Other agents, middle request
GPT 5.6 Sol15 minutes15 min 37 sWithin 5%
Claude Fable 5.115 minutes23 min 51 s1.59× 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: Merrill et al., 2026 (ICLR)