Prompt
I need an API for financial market data that includes historical prices, low latency, and clear licensing—what should I look at?
Latest observation
Oct 8, 2026
OpenAI APIWeb search: off
If you need historical prices, low latency, and clear licensing, you should evaluate APIs in three buckets: market data quality, delivery performance, and legal/commercial terms.
What to look for
1) Historical coverage
Make sure the API offers:
- OHLCV bars: 1m, 5m, 1h, 1d, etc.
- Adjusted and unadjusted prices: splits/dividends matter
- Corporate actions: splits, dividends, symbol changes
- Depth of history: how many years available
- Asset coverage: equities, ETFs, forex, crypto, futures, options, etc.
2) Low latency / real-time performance
If low latency matters, check:
- Streaming/WebSocket support vs polling REST
- Tick-level vs bar-level data
- Server locations / colocation options
- Published latency/SLA
- Rate limits and burst handling
- Reliability: uptime, failover, reconnection behavior
For truly low-latency trading systems, you often need a direct exchange feed or a premium vendor feed rather than a typical retail API.
3) Licensing clarity
This is critical. Look for:
- Redistribution rights: can you show data to end users?
- Internal use vs commercial use terms
- Delayed vs real-time licensing differences
- Exchange pass-through fees
- Usage restrictions: storage, caching, derived data, and display rules
- Audit/compliance requirements
If the licensing language is vague, that’s a red flag.
Good APIs/vendors to consider
For broad market data with developer-friendly APIs
- Polygon.io
Good for equities, options, forex, crypto; solid historical data and real-time streams. Licensing is more explicit than many retail APIs, but you still need to review exchange entitlements carefully. - Tiingo
Strong for historical equities and end-of-day data; clearer product structure. Good for research and some production use cases. - Alpha Vantage
Easy to start with, but not ideal for low latency or heavy production workloads. - IEX Cloud
Useful historically, but coverage and product availability have changed over time; check current terms carefully.
For professional-grade low latency / institutional data
- LSEG / Refinitiv
- Bloomberg
- FactSet
- ICE Data Services
- Nasdaq Data Link / direct Nasdaq feeds
- S&P Global Market Intelligence
These are typically better if you need:
- stronger licensing clarity
- broader exchange coverage
- enterprise support
- lower-latency or more authoritative data
For crypto
- Coinbase, Kraken, Binance APIs
- Kaiko, CoinAPI, Amberdata
These are often better for historical + real-time crypto market data than generalist providers.
Questions to ask before choosing
- Is the data real-time or delayed?
- Do you need historical intraday or only daily bars?
- Can you store and redistribute the data?
- Are there exchange fees on top of the vendor fee?
- Is there a WebSocket stream?
- What are the rate limits and SLA?
- Does the API provide adjusted prices?
- Is the license valid for your use case: internal tools, customer-facing app, trading, backtesting?
Practical recommendation
- Research/backtesting: Tiingo, Polygon, Nasdaq Data Link
- Real-time app/trading: Polygon or an institutional vendor
- Low-latency institutional needs: direct exchange feeds or Refinitiv/Bloomberg/ICE/Nasdaq enterprise products
- Crypto: Kaiko/CoinAPI/Amberdata or exchange-native APIs
If you want, I can narrow this down to the best 3 options based on:
- asset class
- budget
- whether you need redistribution rights
- whether this is for trading, research, or a customer-facing product