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.

Hy-FinAgentBench (Internal) 8 models tested · latest result 28.08.2026 83% Hy-FinmodelBench v2 (Internal) 8 models tested · latest result 28.08.2026 66% Frontier Finance 3 models tested · latest result 07.11.2026 58.6% Amazon ESCI 2 models tested 57.5% BANKING77 2 models tested 94.2% FinEntity 2 models tested 97.1%

Hy-FinAgentBench (Internal)

Finance

Tencent internal (Hy team) financial-agent benchmark, reported in the Hy4 preview model card appendix.

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Hy-FinmodelBench v2 (Internal)

Finance

Tencent internal (Hy team) financial-modelling benchmark, reported in the Hy4 preview model card appendix.

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BANKING77

Finance

BANKING77 intent classification over the Banking77 banking-query dataset, scored as macro-F1 on a 0-100 scale in Cloudflare's internal Decision Index 0.2.1 s...

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Amazon ESCI

Finance

Amazon ESCI: e-commerce search relevance (Exact/ Substitute/ Complement/ Irrelevant) classification over the Amazon ESCI shopping queries dataset, scored as ...

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FinEntity

Finance

FinEntity: financial entity extraction/classification in finance text, scored as macro-F1 on a 0-100 scale in Cloudflare's internal Decision Index 0.2.1 suite.

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Frontier Finance

Finance

Finance agent benchmark evaluated with the official Finance Agent v2 harness.

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