AppWorld, shortest of three requests

GPT 6 Astra on “Send individualized acceptance or rejection replies using local decision templates”

Longer

1.10× longer

Worked 10% past the request, 15 s over.

Asked for
2.5 minutes
Worked
2 min 45 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 6 Astra, in Codex
Benchmark
AppWorld
Asked for
2.5 minutes: “Please work on this task for a full 2.5 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 min 45 s (165 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
isjohtuqzs
Data release
26 Sep 2026
The other requests for GPT 6 Astra on this task, and the other agents at this request
Astra on this taskAskedWorkedSplitResult
Shortest (this run)2.5 minutes2 min 45 s1.10× longer
Middle10 minutes10 min 41 s1.07× longer
Longest40 minutes40 min 58 sWithin 5%
Other agents, shortest request
GPT 5.6 Sol2.5 minutes2 min 52 s1.15× longer
Claude Fable 5.12.5 minutes5 min 13 s2.09× longer

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

Data and citation

Upstream: Trivedi et al., 2024 (ACL)