AppWorld, shortest of three requests

GPT 5.6 Sol on “Export every playlist song to a CSV and email the backup”

Shorter

1.08× shorter

Stopped at 93% of the time asked, 11 s short.

Asked for
2.5 minutes
Worked
2 min 19 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 19 s (139 s)
Ratio
0.93× 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
463mwjr2ne
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 19 s1.08× shorter
Middle10 minutes11 min 14 s1.12× longer
Longest40 minutes40 min 40 sWithin 5%
Other agents, shortest request
GPT 6 Astra2.5 minutes3 min 1 s1.21× longer
Claude Fable 5.12.5 minutes3 min 59 s1.59× longer

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)