LLM Benchmarks — Scores, Methodology & Live Rankings

What each benchmark measures, how models score, and the current rankings

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Most tested benchmarks

Ranked by how many models have tracked scores — open a benchmark for its full live ranking.

Artificial Analysis Coding Agent Index 5 models tested 49% Artificial Analysis Intelligence Index v5 5 models tested 32 idx Artificial Analysis Intelligence Index 3 models tested · latest result 15.10.2026 57 idx New Yorker 2 models tested 69.5% Artificial Analysis Cyber Index 1 model tested 51% Malicious Cyber Request Refusal 1 model tested 96.6%

Artificial Analysis Intelligence Index

Composite

Artificial Analysis Intelligence Index v4.1 - composite benchmark across reasoning, knowledge, math, coding. Incorporates 9 evaluations: GDPval-AA v2, tau3-B...

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New Yorker

Composite

New Yorker: caption/content comprehension eval tied to New Yorker cartoon caption material, scored as accuracy on a 0-100 scale in Cloudflare's internal Deci...

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Artificial Analysis Coding Agent Index

Composite

Aggregator index (Artificial Analysis) for autonomous agentic coding performance; combines scores across coding-agent evals and reports tasks completed (%). ...

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Artificial Analysis Intelligence Index v5

Composite

Aggregator index (Artificial Analysis) Intelligence Index version 5. Chart on the ML4 card: GLM-5.3 32, DeepSeek V4.1 Flash 1017 32, MiMo-V2.6-Pro 30, Muse S...

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Artificial Analysis Cyber Index

Composite

Aggregator index (Artificial Analysis) measuring a model's ability to discover vulnerabilities in a codebase, reproduce and validate them, and patch them wit...

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Malicious Cyber Request Refusal

Composite

Average refusal rate on malicious cyber-related prompts of JailbreakBench, StrongREJECT and AgentHarm (higher = safer). Blog: ML4 96.6%, the highest Mistral ...

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