AppWorld, shortest of three requests

GPT 5.6 Sol on “Merge two photo collections into a ZIP and send it to both parents”

Longer

1.17× longer

Worked 17% past the request, 25 s over.

Asked for
2.5 minutes
Worked
2 min 55 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 5.6 Sol, 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 55 s (175 s)
Ratio
1.17× 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
72d5bzvnkn
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
Shortest (this run)2.5 minutes2 min 55 s1.17× longer
Middle10 minutes11 min 26 s1.14× longer
Longest40 minutes41 min 15 sWithin 5%
Other agents, shortest request
GPT 6 Astra2.5 minutes2 min 43 s1.09× longer
Claude Fable 5.12.5 minutes4 min 22 s1.75× longer

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Data and citation

Upstream: Trivedi et al., 2024 (ACL)