AppWorld, shortest of three requests

GPT 5.6 Sol on “Calculate and send individualized lunch-cost requests with shared tip and delivery”

Longer

1.26× longer

Worked 26% past the request, 24 s over.

Asked for
1.5 minutes
Worked
1 min 54 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
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
1 min 54 s (114 s)
Ratio
1.26× 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
udxsn4h2ak
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 minutes1 min 54 s1.26× longer
Middle6 minutes6 min 26 s1.07× longer
Longest25 minutes25 min 33 sWithin 5%
Other agents, shortest request
GPT 6 Astra1.5 minutes1 min 42 s1.14× longer
Claude Fable 5.11.5 minutes4 min2.66× longer

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)