PLATFORMS &
INFRASTRUCTURE
The tools and platforms that form the backbone of the QuantArtisan trading stack. Each platform serves a specific role in the research-to-production pipeline.
Research → Backtest → Deploy → Monitor
Hypothesis generation, data exploration, visual analysis
Walk-forward validation, Monte Carlo simulation, regime testing
Paper trading → live deployment with fractional sizing
Real-time P&L, risk metrics, agent health monitoring
Platform Deep Dives
Interactive Brokers
Interactive Brokers is the gold standard for algorithmic traders. With access to 150+ markets across 33 countries, sub-millisecond execution, and the most comprehensive API in the industry, IBKR is where serious quant strategies go live.
Equities, options, futures, forex, bonds, crypto across 33 countries
Industry-leading execution speed with smart order routing
Native async/await, WebSocket streaming, pandas integration
Risk-based margining for sophisticated multi-leg strategies
Real-time and historical data across all asset classes
Full-featured paper trading environment mirroring live
QuantConnect
QuantConnect is the world's leading open-source algorithmic trading platform. With cloud-based backtesting, 40+ years of historical data, and seamless deployment to live trading, it's the ideal environment for strategy research and development.
Distributed backtesting with 10,000+ CPU-hours available
Tick-level data for equities, crypto, forex, futures, options
Open-source backtesting engine with Python and C# support
Deploy to IBKR, Alpaca, Coinbase, and more
Monetize strategies through the Alpha Marketplace
Built-in walk-forward optimization and regime analysis
Alpaca Markets
Alpaca is the modern, API-first brokerage built for algorithmic traders. With zero-commission trading, a clean REST API, and support for equities, options, and now futures, Alpaca is the fastest path from backtest to live trading.
Commission-free trading for equities, options, and futures
REST + WebSocket with Python, JS, Go, and Rust SDKs
Unlimited paper trading with real-time market data
Free real-time and historical market data included
Trade fractional shares for precise position sizing
24/7 cryptocurrency trading alongside equities
Binance
Binance is the world's largest cryptocurrency exchange by volume, offering deep liquidity, a comprehensive API, and the widest selection of trading pairs. For crypto-focused algorithmic strategies, Binance provides unmatched market access.
Highest volume exchange with tightest spreads
REST, WebSocket, and FIX protocol support
Spot, futures, options across thousands of pairs
Sub-10μs execution for institutional tier
Secure Asset Fund for Users insurance
Available in 180+ countries with local fiat support
TradingView
TradingView combines powerful charting with Pine Script, a purpose-built scripting language for technical analysis. While not a traditional algo platform, it's invaluable for visual strategy development, signal validation, and market monitoring.
Industry-leading charting with 100+ indicators
Purpose-built language for strategy backtesting
Community of 50M+ traders sharing ideas
Webhook alerts for integration with external systems
Stocks, crypto, forex, indices, bonds
Real-time data from 100+ exchanges worldwide
MetaTrader 5
MetaTrader 5 remains the dominant platform for forex and CFD algorithmic trading. With MQL5 programming, built-in strategy tester, and a massive marketplace of expert advisors, MT5 is the entry point for many algorithmic traders.
Deep integration with forex and CFD brokers
C++-like language for Expert Advisors
Multi-threaded backtesting with optimization
10,000+ Expert Advisors and indicators
Built-in virtual server for 24/7 operation
Signal provider and subscriber system
Platform Comparison
| Feature | IBKR | QuantConnect | Alpaca | Binance |
|---|---|---|---|---|
| Asset Classes | All | All | Equities, Options, Futures, Crypto | Crypto |
| Execution Speed | < 1ms | Via broker | < 10ms | < 10μs (inst.) |
| Commission | Low tiered | Via broker | Zero | 0.02-0.04% |
| Backtesting | Limited | Best-in-class | Basic | None |
| Python API | Native | Native | Native | Native |
| Paper Trading | Yes | Yes | Yes | Yes |
| Historical Data | Extensive | 40+ years | 5+ years | Since 2017 |
| Best For | Production | Research | Prototyping | Crypto |
PLATFORM AGNOSTIC,
EDGE SPECIFIC
The QuantArtisan approach treats platforms as interchangeable infrastructure. Strategies are designed to be portable — the edge lives in the logic, not the platform. This philosophy enables rapid deployment across venues and reduces vendor lock-in.
All platform interactions go through a unified abstraction layer, enabling seamless broker switching.
Market data from all sources is normalized to a common format before strategy consumption.
Order management is decoupled from strategy logic — the same strategy runs on any supported broker.
A single monitoring dashboard aggregates performance across all platforms and strategies.