LLM Benchmark Statistics (2026)
As of November 13, 2026, BenchLM tracks 817 LLM benchmarks across 11 categories for 1033 AI models.
Key statistics
- As of November 13, 2026, BenchLM tracks 817 LLM benchmarks across 11 categories for 1033 AI models.
- 32% of the 369 percentage-scaled benchmarks with meaningful coverage on BenchLM are saturated — the top model already scores 90 or higher — as of November 13, 2026.
- 215 of the 1033 AI models tracked by BenchLM (21%) receive a BenchAlign score as of November 13, 2026; lower-support positions are marked Estimated.
- As of November 13, 2026, Anthropic's Claude Fable 5.2 leads the SWE-bench Pro rows tracked by BenchLM at 93%.
- As of November 13, 2026, Anthropic's Claude Opus 5 leads the SWE-bench Verified rows tracked by BenchLM at 96%.
- As of November 13, 2026, Upstage's Solar Pro 4 leads the LiveCodeBench rows tracked by BenchLM at 87.8%.
As of November 13, 2026, BenchLM tracks 817 LLM benchmarks across 11 categories for 1033 AI models.
817 across 11 categories
32% of the 369 percentage-scaled benchmarks with meaningful coverage on BenchLM are saturated — the top model already scores 90 or higher — as of November 13, 2026.
32% (119 of 369)
215 of the 1033 AI models tracked by BenchLM (21%) receive a BenchAlign score as of November 13, 2026; lower-support positions are marked Estimated.
215 of 1033
As of November 13, 2026, Anthropic's Claude Fable 5.2 leads the SWE-bench Pro rows tracked by BenchLM at 93%.
Claude Fable 5.2 (93%)
As of November 13, 2026, Anthropic's Claude Opus 5 leads the SWE-bench Verified rows tracked by BenchLM at 96%.
Claude Opus 5 (96%)
Methodology & sources
The catalog count was reviewed November 13, 2026; model score and ranking data remain dated November 13, 2026. 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 v5.8 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" (catalog count reviewed November 13, 2026; score and ranking data November 13, 2026), https://benchlm.ai/stats/benchmarksQuestions
How many LLM benchmarks are there?
BenchLM tracks 817 LLM benchmarks across 11 categories as of November 13, 2026. The broader ecosystem is larger, but these are the benchmarks with usable, sourced scores across models.
How many LLM benchmarks are saturated?
32% of percentage-scaled benchmarks with meaningful coverage on BenchLM (119 of 369) are saturated, meaning the top model already scores 90 or higher, as of November 13, 2026.
Which model leads the current coding benchmarks?
As of November 13, 2026, Claude Fable 5.2 leads SWE-bench Pro at 93%, Claude Opus 5 leads SWE-bench Verified at 96%, and Solar Pro 4 leads LiveCodeBench at 87.8%. These are separate protocols, so their percentages should not be compared across columns.
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