AlphaInference: AI-Driven Multi-Factor Stock Analysis and Market Research

Overview

AlphaInference is a research and education platform that uses artificial intelligence to analyze US stocks. It processes real financial filings from the SEC and market data to score, screen, and test investment strategies. The platform focuses on transparency by ensuring every score comes from a real document and clearly stating when data is missing. It helps users find investment ideas and test their own strategies without providing personalized financial advice.

Benefits

AlphaInference offers several key advantages for investors who want to analyze stocks more deeply.

• Comprehensive Stock Scoring: The platform scores over 4,200 stocks daily based on 12 different factors like fundamentals, momentum, and quality. Users can see a single score from 0 to 100 for any stock they choose.
• Customizable Analysis: Investors can weight the factors according to their own strategy or use quick-start presets. The system also includes forensic detectors that flag missing information to prevent users from relying on incomplete data.
• Visual Market Tools: A live heatmap allows users to see the entire market at a glance. Stocks are sized by market capitalization and colored by daily movement. Prices and fundamentals update in real time.
• No-Code Backtesting: Users can test their investment strategies against up to 20 years of historical data without writing any code. The True-History Mode ensures that the system only uses data that was publicly available at the time, removing hindsight bias.
• AI Research Assistance: The platform uses AI to generate asset briefs and answer questions about specific stocks. Users can also screen for stocks using plain English, such as asking for "cheap quality tech" stocks. The system uses multiple AI providers to ensure it works even if one service goes down.
• Valuation Tools: Investors can run Discounted Cash Flow (DCF) valuations to estimate a company's true value. Pro users get probabilistic models that show bull, base, and bear case scenarios.

Use Cases

AlphaInference is designed for a wide range of investors who want to move beyond basic stock picking.

• Finding Investment Ideas: Users can input a stock ticker to get a detailed score and analysis. They can also use the natural language screener to find stocks that match specific criteria like low price or high growth.
• Stress-Testing Strategies: Investors can build custom factor models and run them against historical data to see how they would have performed in the past. This helps them understand the risks and rewards of their approach before using real money.
• Daily Market Monitoring: The daily story brief provides an automated summary of market sentiment, headlines, and macroeconomic factors. This helps busy investors stay informed without spending hours reading news.
• Educational Learning: The platform includes a Research Academy with 71 interactive lessons in English, Spanish, and French. Beginners can use the Learn Mode to grow from basic concepts to building their own quantitative models.
• Portfolio Management: Users can create multiple portfolios and watchlists to track different investment ideas. The advanced screener helps them find new opportunities to add to their holdings.

Pricing

AlphaInference offers a free tier and two paid plans, all with the option to cancel anytime.

• Free Tier: This plan allows users to explore every stock dashboard with live fundamentals. It includes access to all 71 research lessons and quizzes. Users can build and run factor models and join the Discord community. It also provides 15 AI credits per month and 5 live alerts.
• Lite Tier ($9.99 per month or $99 per year): This plan includes everything in the free tier plus 5 portfolios and unlimited watchlists. It adds 300 AI credits per month and access to the advanced screener. Users also get 50 live alerts.
• Pro Tier ($19.99 per month or $199 per year): This plan offers 20 portfolios and 1,500 AI credits per month. It includes the backtesting engine, probabilistic DCF valuations, seasonality analytics, and 20 years of fundamental history. Users also get the natural language screener and 200 live alerts.

Vibes

The platform has received positive feedback for its focus on transparency and educational value. Users appreciate that the AI clearly marks its generated content and cites its sources. The community aspect through the Discord server has been highlighted as a way for users to share ideas and learn from each other. The free tier is often praised for offering robust features that allow new users to test the platform before committing to a paid plan. The emphasis on not giving direct investment advice but rather providing the tools for users to make their own decisions resonates well with independent investors.

Additional Information

AlphaInference operates under the laws of Ontario, Canada. The platform is not a licensed broker-dealer or financial adviser, and nothing on the site constitutes personalized investment advice. Financial data is sourced from third parties like SEC EDGAR, Financial Modeling Prep, and FRED, and may be delayed or incomplete. The company uses a fallback chain of AI models from providers like Gemini, Groq, Cerebras, Mistral, NVIDIA, and Workers AI to ensure reliability. Users are reminded that past performance is not indicative of future results and should consult a licensed professional before making financial decisions.