AppWorld, middle of three requests

GPT 5.6 Sol on “Send individualized acceptance or rejection replies using local decision templates”

Longer

1.10× longer

Worked 10% past the request, 1 min over.

Asked for
10 minutes
Worked
11 min
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
10 minutes: “Please work on this task for a full 10 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
11 min (660 s)
Ratio
1.10× 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
l6vnznrgyq
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
Shortest2.5 minutes2 min 52 s1.15× longer
Middle (this run)10 minutes11 min1.10× longer
Longest40 minutes41 min 29 sWithin 5%
Other agents, middle request
GPT 6 Astra10 minutes10 min 41 s1.07× longer
Claude Fable 5.110 minutes4 min 3 s2.47× shorter

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Data and citation

Upstream: Trivedi et al., 2024 (ACL)