AppWorld, shortest of three requests

GPT 6 Astra on “Calculate and send individualized lunch-cost requests with shared tip and delivery”

Longer

1.14× longer

Worked 14% past the request, 12 s over.

Asked for
1.5 minutes
Worked
1 min 42 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
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 42 s (102 s)
Ratio
1.14× 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
fe6iul4dvb
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)1.5 minutes1 min 42 s1.14× longer
Middle6 minutes6 min 30 s1.08× longer
Longest25 minutes26 min 11 sWithin 5%
Other agents, shortest request
GPT 5.6 Sol1.5 minutes1 min 54 s1.26× 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)