AppWorld, shortest of three requests

GPT 6 Astra on “Apply collaborator feedback to a shared road-trip playlist and close the task”

Longer

1.22× longer

Worked 22% past the request, 27 s over.

Asked for
2 minutes
Worked
2 min 27 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 6 Astra, in Codex
Benchmark
AppWorld
Asked for
2 minutes: “Please work on this task for a full 2 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 min 27 s (147 s)
Ratio
1.22× the request
How it ended
Ended on its own
Grade
Passed
It passed every final-state test. The grader returned 1. Pass rule: Every final-state test passes.
Score
100 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
f7pgspc7pb
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
Shortest (this run)2 minutes2 min 27 s1.22× longer
Middle8 minutes8 min 20 sWithin 5%
Longest30 minutes30 min 39 sWithin 5%
Other agents, shortest request
GPT 5.6 Sol2 minutes1 min 53 s1.06× shorter
Claude Fable 5.12 minutes3 min 11 s1.59× longer

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)