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AI 股票金融模型

探索 AI 驱动的股票与金融模型全景

Explore the full landscape of AI-powered stock & financial models

Curated directory of the world's most powerful AI models for stock prediction, quantitative trading, risk management, and financial analysis. Updated continuously. 精选全球最强大的 AI 股票预测、量化交易、风险管理与金融分析模型导航，持续更新。

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01 / Stock Prediction

01 / 股票预测

Price Prediction Models

价格预测模型

股价预测 · 趋势判断 · 时序分析

Price Forecasting · Trend Detection · Time Series

14 models

14 个模型

GPT-4o Financial Analysis

GPT-4o 金融分析

OpenAI's flagship multimodal model for financial report parsing, earnings call analysis, and market sentiment extraction from unstructured data.

OpenAI 旗舰多模态模型，支持财报解析、业绩电话会议分析及非结构化数据市场情绪提取。

Alpha Vantage AI

Alpha Vantage AI

Real-time and historical stock data with built-in technical indicators and AI-powered time series forecasting endpoints.

实时与历史股票数据，内置技术指标及 AI 时序预测接口，免费额度充足。

alphavantage.co

TradingView Pine AI

TradingView Pine AI

AI-assisted strategy builder with Pine Script, backtesting engine, and community-shared predictive indicators for global markets.

AI 辅助策略构建，Pine Script 回测引擎，全球市场社区共享预测指标。

tradingview.com

StockAI 股票预测

Deep learning price prediction platform using LSTM and Transformer architectures trained on decades of market data.

基于 LSTM 与 Transformer 架构的深度学习价格预测平台，训练数据跨越数十年市场历史。

Danelfin AI 评分

AI stock scoring system analyzing 900+ features per stock to generate 1-10 probability scores for outperforming the market.

分析每只股票 900+ 特征，生成 1-10 跑赢市场概率评分的 AI 股票评级系统。

Tushare Pro 数据接口

China's leading financial data API covering A-shares, funds, futures with ML-ready datasets and community models.

国内领先金融数据接口，覆盖 A 股、基金、期货，提供机器学习就绪数据集与社区模型。

AKShare 开源数据库

Open-source Python financial data interface for Chinese markets — stocks, bonds, futures, crypto, macro data.

开源 Python 金融数据接口，覆盖 A 股、债券、期货、加密货币及宏观数据，完全免费。

akshare.akfamily.xyz

02 / Quantitative Trading

02 / 量化交易

Quant & Algo Trading

量化与算法交易

策略回测 · 自动执行 · 因子挖掘

Strategy Backtesting · Auto Execution · Factor Mining

12 models

12 个模型

QuantConnect LEAN

QuantConnect LEAN 引擎

Open-source algorithmic trading engine with cloud backtesting, live trading, and AI strategy optimization across equities, options, futures, and crypto.

开源算法交易引擎，支持云端回测、实盘交易及 AI 策略优化，覆盖股票、期权、期货与加密货币。

quantconnect.com

Zipline Reloaded

Zipline 回测框架

Pythonic algorithmic trading library by Quantopian, now community-maintained. Integrates with ML pipelines for factor research.

Quantopian 出品的 Python 算法交易库，社区维护，与机器学习管道无缝集成，适合因子研究。

聚宽量化平台

China's leading quant platform with A-share backtesting, factor library, and AI strategy marketplace.

国内领先量化平台，提供 A 股回测、因子库与 AI 策略市场，社区活跃。

Professional quant research platform for Chinese markets with institutional-grade data and AI factor mining tools.

面向中国市场的专业量化研究平台，提供机构级数据与 AI 因子挖掘工具。

Freqtrade 加密量化

Open-source crypto trading bot with ML-powered strategy optimization, hyperparameter tuning, and Telegram integration.

开源加密货币交易机器人，支持机器学习策略优化、超参数调整与 Telegram 集成。

WorldQuant Brain

WorldQuant Brain 因子平台

Crowd-sourced alpha research platform. Build and submit quantitative signals to compete globally and earn rewards.

众包 Alpha 研究平台，构建并提交量化信号，参与全球竞争并获得奖励。

worldquant.com/brain

03 / Sentiment & NLP

03 / 情绪与自然语言

Market Sentiment & NLP

市场情绪与 NLP 分析

新闻分析 · 社交情绪 · 财报解读

News Analysis · Social Sentiment · Earnings NLP

10 models

10 个模型

FinBERT 金融情绪模型

BERT pre-trained on financial text for sentiment analysis of news, earnings calls, and SEC filings. State-of-the-art accuracy.

在金融文本上预训练的 BERT 模型，用于新闻、业绩电话会议及 SEC 文件情绪分析，精度领先。

huggingface.co/ProsusAI/finbert

StockNews AI 新闻情绪

Real-time financial news sentiment scoring API covering 50,000+ stocks with AI-generated summaries and impact ratings.

实时金融新闻情绪评分 API，覆盖 50,000+ 只股票，提供 AI 生成摘要与影响评级。

Marketaux 新闻 API

Financial news API with entity recognition, sentiment scoring, and relevance filtering for any stock ticker.

金融新闻 API，支持实体识别、情绪评分与任意股票代码相关性过滤。

East Money AI Sentiment

东方财富 AI 情绪分析

China's largest financial portal with AI-powered news sentiment, investor forum analysis, and real-time A-share mood index.

国内最大金融门户，提供 AI 新闻情绪、股吧舆情分析与实时 A 股情绪指数。

Perplexity Finance

Perplexity 金融搜索

AI-powered financial research assistant with real-time web search, source citation, and earnings analysis capabilities.

AI 驱动的金融研究助手，支持实时网络搜索、来源引用与业绩分析。

Wisesheets AI 财报分析

Pull financial statements, ratios, and AI-generated insights directly into Google Sheets or Excel for any public company.

将财务报表、比率与 AI 洞察直接导入 Google Sheets 或 Excel，覆盖所有上市公司。

04 / Risk Management

04 / 风险管理

Risk & Portfolio AI

风险与投资组合 AI

VaR 计算 · 组合优化 · 压力测试

VaR Calculation · Portfolio Optimization · Stress Testing

9 models

9 个模型

Riskfolio-Lib 组合优化

Python library for portfolio optimization and quantitative strategic asset allocation with 20+ risk measures and ML integration.

Python 投资组合优化库，支持 20+ 风险度量与机器学习集成，适合量化资产配置。

riskfolio-lib.readthedocs.io

MSCI Barra Factor Models

MSCI Barra 因子模型

Industry-standard multi-factor risk models used by institutional investors worldwide. Covers equity, fixed income, and multi-asset portfolios with AI-enhanced factor decomposition.

全球机构投资者使用的行业标准多因子风险模型，覆盖股票、固收与多资产组合，AI 增强因子分解。

Portfolio Visualizer

Portfolio Visualizer 可视化

Comprehensive portfolio analysis with Monte Carlo simulation, factor analysis, and AI-powered asset allocation optimization.

全面的投资组合分析工具，支持蒙特卡洛模拟、因子分析与 AI 资产配置优化。

portfoliovisualizer.com

万得量化 WindQuant

China's Bloomberg equivalent — institutional-grade financial data terminal with AI risk analytics for Chinese markets.

中国版彭博终端，机构级金融数据与 AI 风险分析，覆盖 A 股全市场。

05 / Data & Infrastructure

05 / 数据与基础设施

Financial Data Platforms

金融数据平台

实时行情 · 基本面数据 · 另类数据

Real-time Quotes · Fundamentals · Alternative Data

11 models

11 个模型

Polygon.io 市场数据

Real-time and historical market data API for stocks, options, forex, and crypto. Millisecond-level tick data for ML training.

股票、期权、外汇与加密货币实时及历史市场数据 API，毫秒级 Tick 数据，适合机器学习训练。

Yahoo Finance API

Yahoo Finance 数据接口

Free financial data via yfinance Python library. Historical OHLCV, fundamentals, options chains for global markets.

通过 yfinance Python 库免费获取历史 OHLCV、基本面与期权链数据，覆盖全球市场。

finance.yahoo.com

Nasdaq Data Link (Quandl)

Nasdaq 数据链接

Premium alternative data marketplace with 250+ datasets including satellite imagery, credit card transactions, and ESG scores.

高端另类数据市场，250+ 数据集，包括卫星图像、信用卡交易与 ESG 评分。

data.nasdaq.com

Intrinio 金融数据

Financial data API with AI-ready datasets, standardized fundamentals, and real-time options data for quantitative research.

金融数据 API，提供 AI 就绪数据集、标准化基本面与实时期权数据，适合量化研究。

宝股 A 股数据接口

Free Python API for A-share historical data including daily/weekly/monthly OHLCV, financial reports, and index data.

免费 Python A 股历史数据接口，包含日/周/月 OHLCV、财务报告与指数数据。

Tiingo 金融数据平台

Affordable financial data API with end-of-day prices, intraday data, news, and crypto feeds. Popular for ML research.

高性价比金融数据 API，提供收盘价、日内数据、新闻与加密货币数据，深受机器学习研究者喜爱。

06 / LLM Financial Assistants

06 / 大模型金融助手

AI Financial Copilots

AI 金融副驾驶

对话式分析 · 研报生成 · 智能问答

Conversational Analysis · Report Generation · Q&A

8 models

8 个模型

BloombergGPT 金融大模型

Bloomberg's 50B parameter LLM trained on 363B tokens of financial data. Outperforms general LLMs on financial NLP tasks including sentiment, NER, and question answering.

彭博 500 亿参数大模型，在 3630 亿金融文本 Token 上训练，在情绪分析、命名实体识别与问答等金融 NLP 任务上超越通用大模型。

bloomberg.com/professional

中文 Free NEW

Kimi 金融分析助手

Moonshot AI's long-context model excels at parsing lengthy financial reports, prospectuses, and regulatory filings in Chinese.

月之暗面长上下文模型，擅长解析中文长篇财务报告、招股说明书与监管文件。

kimi.moonshot.cn

Tongyi Qianwen Finance

通义千问金融版

Alibaba's Qwen model with financial domain fine-tuning for A-share analysis, fund research, and macro economic Q&A.

阿里巴巴通义千问金融领域微调版，专注 A 股分析、基金研究与宏观经济问答。

tongyi.aliyun.com

ChatPDF for Finance

ChatPDF 财报解读

Upload annual reports, 10-K filings, or prospectuses and ask questions in natural language. Instant financial document Q&A.

上传年报、10-K 文件或招股书，用自然语言提问，即时财务文件问答。

AskFinance AI 问答

Specialized financial AI assistant for institutional research, earnings analysis, and competitive intelligence gathering.

专业金融 AI 助手，适用于机构研究、业绩分析与竞争情报收集。

中文 Free HOT

DeepSeek Finance

DeepSeek 金融推理

DeepSeek-R1's chain-of-thought reasoning excels at complex financial modeling, valuation analysis, and quantitative problem solving.

DeepSeek-R1 链式推理在复杂金融建模、估值分析与量化问题求解上表现卓越。