Hummingbot is a framework for market makers. QuantForge is a platform for quant traders.
Hummingbot is a free, open-source Python framework for building market-making, arbitrage, and custom trading bots. Maintained by the Hummingbot Foundation, it supports 140+ exchanges including DEXs. Over $34B in cumulative trading volume.
| Feature | QuantForge | Hummingbot |
|---|---|---|
| AI & Automation | ||
| AI chat with tool-use | MCP (basic) | |
| Proactive AI monitoring | ||
| Strategies | ||
| Pre-built strategies | 40 | Market-making only |
| Market-making strategies | ||
| Arbitrage strategies | ||
| Custom strategy code | ||
| Backtesting | ||
| Walk-forward validation | ||
| Monte Carlo simulation | ||
| Regime testing | ||
| Risk Management | ||
| Portfolio-level risk | ||
| Drawdown circuit breakers | ||
| Data Sources | ||
| Derivatives data | ||
| On-chain analytics | ||
| Infrastructure | ||
| Cloud-hosted | ||
| DEX support | ||
| Cloud dashboard | ||
| Pricing & Access | ||
| Free / open-source | ||
Hummingbot is a framework — you build everything yourself. QuantForge is a finished product with 40 strategies, risk management, and AI chat.
Hummingbot is built for market-making and arbitrage. QuantForge is built for quant trading: momentum, mean reversion, derivatives, macro.
Hummingbot has paper trading. QuantForge has 5-stage validation: tournament, sweep, walk-forward, Monte Carlo, regime testing.
5-layer hierarchy with correlation sizing and automated decay detection. Hummingbot has no portfolio-level risk layer.
CEX and DEX support across 140+ venues. The broadest exchange coverage of any trading platform.
Apache 2.0 license. Zero cost. Full source code visibility. Community-maintained.
Purpose-built for market-making strategies with inventory management and spread optimization. QuantForge doesn't do market making.
Middleware for connecting to DEXs like Uniswap, dYdX, and others. QuantForge is CEX-only.
Choose Hummingbot if you're a developer building market-making or arbitrage bots across CEXs and DEXs. Choose QuantForge if you want directional quant trading with validated strategies, AI workflow, and institutional risk management — without writing everything from scratch.