AppWorld, shortest of three requests

GPT 6 Astra on “Merge two photo collections into a ZIP and send it to both parents”

Longer

1.09× longer

Worked 9% past the request, 13 s over.

Asked for
2.5 minutes
Worked
2 min 43 s
Grade
Did not pass
Score 0 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
2.5 minutes: “Please work on this task for a full 2.5 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 min 43 s (163 s)
Ratio
1.09× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass every final-state test. The grader returned 0. Pass rule: Every final-state test passes.
Score
0 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
7742tzoycy
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)2.5 minutes2 min 43 s1.09× longer
Middle10 minutes10 min 19 sWithin 5%
Longest40 minutes40 min 41 sWithin 5%
Other agents, shortest request
GPT 5.6 Sol2.5 minutes2 min 55 s1.17× longer
Claude Fable 5.12.5 minutes4 min 22 s1.75× longer

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)