AppWorld, middle of three requests

GPT 5.6 Sol on “Turn this year’s emailed electricity bills into monthly Splitwise expenses”

Within 5%

Within 5%

Worked 104% of the time asked, within 5% of it.

Asked for
8 minutes
Worked
8 min 18 s
Grade
Passed
Score 100 of 100. Graded afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
AppWorld
Asked for
8 minutes: “Please work on this task for a full 8 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
8 min 18 s (498 s)
Ratio
1.04× 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 afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
xucz4tgg2i
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
Shortest2 minutes3 min 11 s1.59× longer
Middle (this run)8 minutes8 min 18 sWithin 5%
Longest30 minutes31 min 1 sWithin 5%
Other agents, middle request
GPT 6 Astra8 minutes8 min 28 s1.06× longer
Claude Fable 5.18 minutes4 min 21 s1.84× shorter

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Data and citation

Upstream: Trivedi et al., 2024 (ACL)