[HUGGINGFACE]score: 0.55

Quant-Arena Benchmark for End-to-End Quantitative Trading

October 20, 2026

Quant-Arena evaluates LLM agents on the complete quantitative research loop using real A-share market data. The benchmark requires models to construct features and stock-scoring code, then validates strategies on a sealed 2024 dataset using a cash-account evaluator with simulated market impact.

HOW THIS AFFECTS YOU

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builderYou can assess the feasibility of building autonomous quantitative trading agents.

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researcherYou can use this to benchmark how well models handle the full research-to-implementation pipeline.

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founderThis helps you evaluate the readiness of models for specialized fintech applications.

read original ↗huggingface.co

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