OSWorld 2.0, longest of three requests

GPT 6 Astra on “GeoGebra vase and volume”

Within 5%

Within 5%

Worked 101% of the time asked, within 5% of it.

Asked for
250 minutes
Worked
4 h 13 min
Grade
Did not pass
Score 20 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
OSWorld 2.0
Asked for
250 minutes: “Please work on this task for a full 250 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
4 h 13 min (15,154 s)
Ratio
1.01× the request
How it ended
Ended on its own
Grade
Did not pass
It did not meet every checkpoint. The grader returned 0.2. Pass rule: Binary completion: a score of 1.00, with every checkpoint met.
Score
20 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
v6xvqlrehk
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
Shortest15 minutes23 min 53 s1.59× longer
Middle60 minutes1 h 1 minWithin 5%
Longest (this run)250 minutes4 h 13 minWithin 5%
Other agents, longest request
GPT 5.6 Sol250 minutes4 h 12 minWithin 5%
Claude Fable 5.1250 minutes3 h 6 min1.34× shorter

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

Data and citation

Upstream: Yuan et al., 2026