OSWorld 2.0, shortest of three requests

GPT 5.6 Sol on “MuseScore transcription”

Longer

4.33× longer

Worked 333% past the request, 49 min 57 s over.

Asked for
15 minutes
Worked
1 h 5 min
Grade
Did not pass
Score 0 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
OSWorld 2.0
Asked for
15 minutes: “Please work on this task for a full 15 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
1 h 5 min (3,897 s)
Ratio
4.33× the request
How it ended
Ended on its own
Grade
Did not pass
It did not meet every checkpoint. The grader returned 0.0. Pass rule: Binary completion: a score of 1.00, with every checkpoint met.
Score
0 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
v3mkcdu4ta
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
Shortest (this run)15 minutes1 h 5 min4.33× longer
Middle60 minutes1 h 1 minWithin 5%
Longest250 minutes45 min 30 s5.49× shorter
Other agents, shortest request
GPT 6 Astra15 minutes19 min 6 s1.27× longer
Claude Fable 5.115 minutes11 min 46 s1.27× shorter

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

Data and citation

Upstream: Yuan et al., 2026