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LLM Benchmarks & Leaderboards

Leaderboards, benchmarks and evaluation datasets for models.

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MTEB Leaderboard

Massive Text Embedding Benchmark leaderboard for comparing embedding models.

FreeNo auth

HELM

Stanford's Holistic Evaluation of Language Models framework and leaderboards.

FreeNo auth

LMArena

Crowdsourced model comparison arena and leaderboard.

FreeNo auth

Artificial Analysis

Independent benchmarks of model quality, speed and price.

FreeAPI key

OpenRouter Rankings

Usage-based rankings of models across apps.

FreeNo auth

Hugging Face Open LLM Leaderboard

Leaderboard for open-weight language models.

FreeNo auth

SWE-bench

Benchmark for software-engineering agents resolving real GitHub issues.

FreeNo auth

GAIA Benchmark

Benchmark for general AI assistants requiring tool use.

FreeNo auth

MMLU

Massive multitask language understanding benchmark.

FreeNo auth

HumanEval

Code generation benchmark.

FreeNo auth

GSM8K

Grade-school math benchmark.

FreeNo auth