AppWorld, shortest of three requests

GPT 5.6 Sol on “Rebuild and send a drafted recommendation email from the user’s Spotify history”

Longer

1.24× longer

Worked 24% past the request, 29 s over.

Asked for
2 minutes
Worked
2 min 29 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 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 29 s (149 s)
Ratio
1.24× 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
ovy4oxq2z5
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 minutes2 min 29 s1.24× longer
Middle8 minutes8 min 27 s1.06× longer
Longest30 minutes31 min 34 s1.05× longer
Other agents, shortest request
GPT 6 Astra2 minutes2 min 24 s1.20× longer
Claude Fable 5.12 minutes2 min 37 s1.30× longer

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)