WildClawBench, shortest of three requests

GPT 5.6 Sol on “Create a first-half football report with correctly aligned video clips”

Longer

4.17× longer

Worked 317% past the request, 6 min 20 s over.

Asked for
2 minutes
Worked
8 min 20 s
Grade
Score 0 of 100
Nothing to grade, counted as 0.
How it ended
Ending not labelled yet
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
WildClawBench
Asked for
2 minutes: “Please work on this task for a full 2 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
8 min 20 s (500 s)
Ratio
4.17× the request
How it ended
Ending not labelled yet
Grade
0
Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
Score
0 of 100
Nothing to grade, counted as 0. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
xxejuz3j4e
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)2 minutes8 min 20 s4.17× longer
Middle8 minutes12 min 20 s1.54× longer
Longest30 minutes30 min 28 sWithin 5%
Other agents, shortest request
GPT 6 Astra2 minutes2 min 48 s1.40× longer
Claude Fable 5.12 minutes1 h30.00× longer

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

Read before quoting. How this run ended has not been labelled yet. It is timed like every other run and counted in every number. Details

Data and citation

Upstream: Ding et al., 2026