Unverified50% confidenceFactExact time
The paper points out that if each task is run only once, 23.9% of bootstrap resamples would rank a different model first.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedPass@1 measures the rate at which a model successfully completes a task on its first attempt, without allowing multiple retries.69% similarUnverifiedThe same model under different Harnesses can differ in task completion rate by several times.68% similarUnverifiedThe current dataset contains 770 recorded attempts across 29 model/configuration entries, but the unified test suite includes only 16 distinct tasks.68% similarUnverifiedBy selecting the appropriate model for different tasks, the solution rate improved by more than 23 percentage points, and the per-task cost was reduced to less than one-third of the original.67% similarUnverifiedFor the same model on the same benchmark, results from different teams can differ by 28 percentage points, and this gap is mainly caused by differences in test environment, prompt design, tool integration approach, and retry strategy, rather than fluctuations in model capability.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1073468API
curl https://kongchang.com/api/v1/knowledge/claims/1073468MCP
get_claim(id=1073468)