Choosing the right framework for your crypto bot matters. I've tested all three. Here's what I found.
Quick Comparison
| Feature | Freqtrade | Hummingbot | CCXT |
|---|---|---|---|
| Best For | Trend following | Market making | Custom bots |
| Backtesting | Excellent | Limited | None |
| Exchanges | 20+ | 40+ | 100+ |
| Learning Curve | Moderate | Steep | Steep |
Freqtrade: Best for Trend Following
The most complete framework for directional trading. Best backtesting engine, built-in Hyperopt optimization, Telegram integration, and dry-run mode. This is what I use for TrendRider.
Hummingbot: Best for Market Making
Purpose-built for market making and liquidity mining. Great if you have $10K+ capital and want to earn spread. But backtesting is limited and configuration is complex.
CCXT: Best for Custom Builds
Not a bot framework — it's a unified exchange API library (100+ exchanges). Maximum flexibility, but you build everything from scratch. No backtesting, no risk management included.
My Recommendation
For 90% of retail traders: Freqtrade. Why?
- Best backtesting saves you from bad strategies
- Built-in risk management
- Start with $100
- Active community
I've been running Freqtrade for 6 months: 67.9% win rate, 500+ trades. The backtesting alone saved me from 3 strategies that looked great but failed in reality.
See a production setup at TrendRider.
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