Question: I'm looking for a reliable API to access real-time stock prices and company fundamentals for my investment analysis.

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Finnhub

If you need a reliable API for fetching real-time stock prices and company fundamentals for your own analysis, Finnhub is a good option. The service offers institutional-grade data through RESTful APIs and WebSockets, including real-time stock prices, company fundamentals, estimates and alternative data for stocks, options, futures, forex, and cryptocurrencies. It's built for high availability and scalability, so it should be able to handle large-scale data processing and analytics.

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Alpha Vantage

Another good option is Alpha Vantage, which offers real-time and historical data for stocks, options, forex, commodities and cryptocurrencies. The API supports more than 50 technical indicators and offers detailed technical analysis with chart-ready time series. It's available through a free API key with usage limits, and premium tiers costing $49.99 per month and up, so it's good for investors, researchers and developers.

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StockInsights

If you want to use more AI, StockInsights marries financial data with large language models to try to cut down on the legwork of investment research. It offers real-time data and insights, good for individual investors, equity analysts and traders. The service offers APIs for integration into quant models and financial apps, so it's a good option for those who want to improve their investment analysis.

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Alpaca

Last, Alpaca offers a range of APIs for stock, options and crypto trading. It offers commission-free trading and modern APIs with OAuth integration for secure key management. Alpaca is good for businesses and individuals who want to build trading into their apps, in particular those interested in automated trading and algorithmic trading.

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