AppWorld, shortest of three requests

GPT 5.6 Sol on “Build a recruiting CSV and archive each candidate’s attachments”

Longer

1.44× longer

Worked 44% past the request, 40 s over.

Asked for
1.5 minutes
Worked
2 min 10 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 5.6 Sol, in Codex
Benchmark
AppWorld
Asked for
1.5 minutes: “Please work on this task for a full 1.5 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 min 10 s (130 s)
Ratio
1.44× 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
jwtposgfyb
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)1.5 minutes2 min 10 s1.44× longer
Middle6 minutes6 min 38 s1.11× longer
Longest25 minutes26 min 4 sWithin 5%
Other agents, shortest request
GPT 6 Astra1.5 minutes1 min 50 s1.22× longer
Claude Fable 5.11.5 minutes2 min 28 s1.65× longer

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)