Quant-Arena

Quant-Arena 是 FastToolHub 雷达新收录的词条。来源信号：X (search_news) + lab.einsia.ai + arXiv:2610.30113。雷达摘要：Einsia AI Navers Lab published Quant-Arena on Oct 21, 2026 (arXiv:2610.30113): public benchmark/leaderboard for end-to-end LLM quant research on A-share Level-2 data. Models research 2022–2023 with bounded feedback, freeze one strategy, then sealed 2024 cash-account eval with costs/impact. Nine frontier models tested; GPT-6 Astra led (10.7% ARR / score 51.29) but none beat equal-weight market 17.1%. Open submissions. Site lab.einsia.ai/quant-arena/ + leaderboard. X news story updated 2026-10-22T15:30Z.

Quant-Arena 偏向模型 / AI 系统一类：团队会加载、调用或微调，而不是纯界面小工具。它被描述为评测或榜单相关能力，适合需要可比分数、而不是只看演示的场景。参数、价格、榜单分数等数字，仅以摘要已写明的为准，不在此编造。

先从原始链接入手：https://lab.einsia.ai/quant-arena/。评测类：按官方协议复现，标明版本，避免只摘社交帖里的单一数字。模型类：从官方文档核对上下文长度、许可证与硬件需求，上线前先做小规模冒烟测试。本页数字与断言只复述雷达摘要，对外发布前请再核对上游。