Everything on this page is published for educational and informational purposes only. Nothing here is investment, financial, legal, tax, or trading advice, a recommendation to buy or sell any security or contract, or a solicitation of any kind. Trading futures, options, equities, and crypto involves substantial risk of loss and is not suitable for every investor. Past performance — including any backtests, demos, or examples shown — does not guarantee future results. Consult a licensed professional before acting on anything you read here.
Six platforms. Pick the one that fits.
Every platform below has a deep-dive page with the same six sections: what it is, where it helps, where it traps you, an execution example, the gotchas, and the migration path. Read the 14-page Platform Coverage PDF first if you want the cross-comparison summary.
// start here
Platform Coverage — the 14-page survey PDF.
An opinionated cross-platform comparison: data, execution, fees, asset coverage, lock-in risk. Read this first, then open the deep-dive for the platform you pick.
One page per platform.
Click into any platform to read the deep-dive.
- // platformDEEP DIVE →
Alpaca
Commission-free US stocks and crypto via REST + WebSocket.
Best for · Equities or crypto, Python-first, want paper parity.
- // platformDEEP DIVE →
Interactive Brokers
Deepest asset coverage on the planet, an API that hates you.
Best for · Multi-asset, international, willing to fight a TWS gateway.
- // platformDEEP DIVE →
TradingView
Best charting + Pine Script alerts; pair with a separate execution layer.
Best for · Signal generation, webhook out to a broker bridge.
- // platformDEEP DIVE →
QuantConnect
Open-source Lean engine, cloud backtests, multi-asset, opinionated.
Best for · Researchers who want institutional-grade backtest infra.
- // platformDEEP DIVE →
NinjaTrader 8
Native futures execution, NinjaScript strategies, real-money desk.
Best for · Futures traders who want broker-of-record + strategy host.
- // platformDEEP DIVE →
cTrader
FIX-grade ECN execution for FX/CFD with cAlgo C# automation.
Best for · FX/CFD traders who want fast venues and proper algos.
See the library · Platforms is module 02 of the six-module curriculum. Browse the full PDF library →