AppWorld, middle of three requests

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

Longer

1.07× longer

Worked 7% past the request, 26 s over.

Asked for
6 minutes
Worked
6 min 26 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
6 minutes: “Please work on this task for a full 6 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
6 min 26 s (386 s)
Ratio
1.07× 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
z5zow6u6lr
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
Shortest1.5 minutes1 min 54 s1.26× longer
Middle (this run)6 minutes6 min 26 s1.07× longer
Longest25 minutes25 min 33 sWithin 5%
Other agents, middle request
GPT 6 Astra6 minutes6 min 30 s1.08× longer
Claude Fable 5.16 minutes2 min 44 s2.20× shorter

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)