Best Model Benchmarks in 2026

LLM evaluation benchmarks and leaderboards. We hand-picked 20 tools in this category.

• AGI-Eval — Model Benchmark (alternatives)
• Artificial Analysis — Independent AI model benchmarking: quality, price and speed compared (alternatives)
• C-Eval — Model Benchmark (alternatives)
• CMMLU — Model Benchmark (alternatives)
• Epoch AI — Research institute tracking AI trends and compute (alternatives)
• FlagEval — Model Benchmark (alternatives)
• H2O EvalGPT — Model Benchmark (alternatives)
• HELM — Stanford's holistic evaluation framework for language models (alternatives)
• LiveBench — Contamination-free LLM benchmark with continuously updated questions (alternatives)
• LLMEval3 — Model Benchmark (alternatives)
• LMArena — Blind-vote LLM battle arena behind the community leaderboard (alternatives)
• MagicArena — Model Benchmark (alternatives)
• MMBench — Model Benchmark (alternatives)
• MMLU — Model Benchmark (alternatives)
• Open LLM Leaderboard — Model Benchmark (alternatives)
• OpenCompass — Model Benchmark (alternatives)
• PubMedQA — Model Benchmark (alternatives)
• Scale Leaderboard — Scale AI's private-dataset model leaderboards (alternatives)
• SuperCLUE — Model Benchmark (alternatives)
• SWE-bench — The authoritative AI coding benchmark on real GitHub issues (alternatives)

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