Overall consensus index · Outside the overall top 3050.4
Category results4/ 4 categories
Available results21 benchmarks
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A clearer view of different strengths.
Each capability is computed separately. Insufficient evidence leaves a gap.
Coding#2441.74 supporting benchmarksReasoning#1573.95 supporting benchmarksKnowledgeOutside the top 3038.02 supporting benchmarksProfessional workOutside the top 3026.92 supporting benchmarks
Category scores reflect ranking support within their own reference groups. They cannot be added or used to compare absolute ability across categories.
How stable is the overall rank?
Observe ranking changes after removing benchmarks or organizations, or changing weights and error treatment.
Rank after eligibility recheckRanks 31–40Evidence-sensitive
Eligible in all completed comparisons.With the original candidates fixed: 36—42. This range is not a confidence interval and excludes unpublished results.
Every result has a source.
Public results for this model. Expand to inspect configuration and adoption rules.
Broad benchmarks and experience7 items
Coding4 items
Reasoning5 items
Knowledge2 items
Professional work2 items
Visual understanding1 items
Some unknowns remain
Missing results are not zero. Rankings can change with new evidence; do not overinterpret small differences between close scores.
Read the methodology →