AppWorld, shortest of three requests

GPT 5.6 Sol on “Reconcile an emailed road-trip song list with a Spotify playlist and download it”

Longer

2.12× longer

Worked 112% past the request, 2 min 14 s over.

Asked for
2 minutes
Worked
4 min 14 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
4 min 14 s (254 s)
Ratio
2.12× 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
r6qcjyiz2r
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 minutes4 min 14 s2.12× longer
Middle8 minutes8 min 32 s1.07× longer
Longest30 minutes31 min 35 s1.05× longer
Other agents, shortest request
GPT 6 Astra2 minutes2 min 15 s1.12× longer
Claude Fable 5.12 minutes3 min 50 s1.92× longer

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)