Citable dataset
LLM Benchmark Statistics (2026)
Updated July 23, 2026 · Auto-generated from BenchLM's live dataset on every data refresh
As of July 23, 2026, BenchLM tracks 323 LLM benchmarks across 10 categories for 290 AI models.
Key statistics
- As of July 23, 2026, BenchLM tracks 323 LLM benchmarks across 10 categories for 290 AI models.
- 38% of the 178 percentage-scaled benchmarks with meaningful coverage on BenchLM are saturated — the top model already scores 90 or higher — as of July 23, 2026.
- 200 of the 290 AI models tracked by BenchLM (69%) receive a BenchAlign score as of July 23, 2026; lower-support positions are marked Estimated.
As of July 23, 2026, BenchLM tracks 323 LLM benchmarks across 10 categories for 290 AI models.
323 across 10 categories
38% of the 178 percentage-scaled benchmarks with meaningful coverage on BenchLM are saturated — the top model already scores 90 or higher — as of July 23, 2026.
38% (67 of 178)
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 model scores 90 or higher. BenchAlign v5 keeps sparse rows visible, calibrates evidence by source, and marks lower-support positions Estimated.
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 23, 2026), https://benchlm.ai/stats/benchmarksFrequently Asked Questions
How many LLM benchmarks are there?
BenchLM tracks 323 LLM benchmarks across 10 categories as of July 23, 2026. The broader ecosystem is larger, but these are the benchmarks with usable, sourced scores across models.
How many LLM benchmarks are saturated?
38% of percentage-scaled benchmarks with meaningful coverage on BenchLM (67 of 178) are saturated, meaning the top model already scores 90 or higher, as of July 23, 2026.
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