LLM Benchmark Statistics (2026)
Updated July 2, 2026 · Auto-generated from BenchLM's live dataset on every data refresh
As of July 2, 2026, BenchLM tracks 249 LLM benchmarks across 10 categories for 272 AI models.
Key statistics
- As of July 2, 2026, BenchLM tracks 249 LLM benchmarks across 10 categories for 272 AI models.
- 37% of the 154 percentage-scaled benchmarks with meaningful coverage on BenchLM are saturated — the top model already scores 90 or higher — as of July 2, 2026.
- Only 124 of the 272 AI models tracked by BenchLM (46%) have enough sourced benchmark coverage to qualify for ranking as of July 2, 2026.
249 across 10 categories
As of July 2, 2026, BenchLM tracks 249 LLM benchmarks across 10 categories for 272 AI models.
37% (57 of 154)
37% of the 154 percentage-scaled benchmarks with meaningful coverage on BenchLM are saturated — the top model already scores 90 or higher — as of July 2, 2026.
Methodology & sources
Saturation is computed over percentage-scaled benchmarks where at least 3 tracked models have scores; a benchmark counts as saturated when the top score is 90/100 or higher. Ranking eligibility follows BenchLM's provenance rules (8+ qualifying benchmarks across 2+ categories).
Cite these statistics
Every number on this page is generated from BenchLM's live dataset and refreshed with each data update. Link any statistic directly using its anchor, or cite the page as:
BenchLM.ai, "LLM Statistics" (July 2, 2026), https://benchlm.ai/stats/benchmarksFrequently Asked Questions
How many LLM benchmarks are there?
BenchLM tracks 249 LLM benchmarks across 10 categories as of July 2, 2026. The broader ecosystem is larger, but these are the benchmarks with usable, sourced scores across models.
How many LLM benchmarks are saturated?
37% of percentage-scaled benchmarks with meaningful coverage on BenchLM (57 of 154) are saturated, meaning the top model already scores 90 or higher, as of July 2, 2026.
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