Most AI bots fail because their data does
True AI trading systems require high-quality, time-synchronized training data and thoughtful feature engineering. When your crypto AI bot can't access clean tick data, complete order book snapshots, or faces API limits during critical market moments, your sophisticated algorithms become worthless.
What are the pain points when building crypto AI bots?
Dirty or sparse OHLCV data trouble feeding models with meaningful patterns
WebSocket disconnects and incomplete volume snapshots during critical market moments
API limits and latency killing high-frequency strategies that need millisecond execution
Missing order book data means no insight into liquidity and execution flow
Inconsistent timestamps and symbol formats across venues leading to model overfitting
How does CoinAPI solve these issues?
Get access to real-time and historical crypto market data
- Access 380+ cryptocurrency exchanges through a unified API
- Train ML models with granular tick-level data and complete L2/L3 order book snapshots
- Download normalized historical datasets with millisecond-aligned timestamps
- Access research-ready flat files with schema consistency for reproducible model training
Track market fluctuations in real-time
- Feed prediction models with robust WebSocket feeds that never disconnect
- Receive tick-by-tick trade data and real-time order book depth updates
- Get full market reality data, not simplified price feeds
- Monitor liquidity imbalances and microstructure patterns as they happen
Track multiple cryptocurrencies' prices in one place instead of attaching data from different resources
- Access unified symbol mapping across all major exchanges
- Get consistent data formats without wrestling with different timestamp conventions
- Train AI models on clean, normalized inputs from a single integration
- Eliminate format inconsistencies that cause model overfitting
Access faster trades per second
- Handle high-frequency execution with the EMS Trading API optimized for real-time inference
- Integrate via FIX protocol for ultra-low latency execution and institutional-grade strategy deployment
- Process thousands of data points per second without rate limits
- Execute arbitrage models and market-making strategies at millisecond speed
- Scale trading operations without API throttling or performance bottlenecks
Complete order book depth for fill simulation
- Train models with real-world L2/L3 order book data for accurate fill behavior simulation
- Detect liquidity imbalances and execution flow patterns
- Model queue position, cancel/repost logic, and order fill probability
- Build AI bots that work in production, not just backtests
Institutional-grade infrastructure built for ML workloads
- Leverage enterprise uptime SLAs designed for AI trading systems
- Get robust data delivery that doesn't flinch under load
- Access consistent, reliable data feeds for mission-critical trading operations
- Scale with confidence using battle-tested infrastructure
Developer-First Documentation and SDKs
- Fast onboarding with detailed API docs and examples
- SDKs for Python, Java, Go, and more
- Sample code for common AI bot use cases
Why Developers Love Us?
Our API is built by developers, for developers. We give the right tools and resources to streamline your workflow and complete products faster and more efficiently.
Our core values
Why Choose CoinAPI?
Mimoza Selmani
Wyden
"Reliable and comprehensive data delivery is paramount, particularly during high market volatility, while API performance should demonstrate consistently low latency and high uptime with flexibility for both real-time and historical data access."
