Implicator.
Strategic AI Intelligence from San Francisco
Implicator.
The definitive composite ranking. Ten leading benchmarks, one chart.
Click on any model or the ▶ arrow to see detailed ranking data and benchmark scores.
The AI Top 40 uses the Implicator Algorithm: a tier-weighted composite across 10 leading benchmarks. Each model’s raw score is converted to a Z-score, then combined using weights that reflect benchmark rigor. Contamination-resistant benchmarks with independent governance (SWE-bench, LiveCodeBench, GPQA Diamond, ARC-AGI, HLE) are weighted 4× higher than benchmarks with documented integrity issues. The final score is rescaled to 0–100.
Models must appear on at least 5 of 10 benchmarks to qualify. Tier assignments validated independently by Claude, ChatGPT, and Gemini. Not investment advice.