OSWorld 2.0, middle of three requests

GPT 6 Astra on “Zotero, Obsidian, and BibTeX”

Longer

1.24× longer

Worked 24% past the request, 14 min 20 s over.

Asked for
60 minutes
Worked
1 h 14 min
Grade
Did not pass
Score 79 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
60 minutes: “Please work on this task for a full 60 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
1 h 14 min (4,460 s)
Ratio
1.24× the request
How it ended
Ended on its own
Grade
Did not pass
It did not meet every checkpoint. The grader returned 0.79. Pass rule: Binary completion: a score of 1.00, with every checkpoint met.
Score
79 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
6ib6yn5rxb
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 minutes20 min 11 s1.35× longer
Middle (this run)60 minutes1 h 14 min1.24× longer
Longest250 minutes4 h 11 minWithin 5%
Other agents, middle request
GPT 5.6 Sol60 minutes1 h 3 min1.05× longer
Claude Fable 5.160 minutes46 min 21 s1.29× shorter

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

Data and citation

Upstream: Yuan et al., 2026