# alpaca-py 2026 - place a market order via paper trading
from alpaca.trading.client import TradingClient
from alpaca.trading.requests import MarketOrderRequest
from alpaca.trading.enums import OrderSide, TimeInForce
# Paper trading keys (no KYC required)
client = TradingClient('PK...', '...', paper=True)
order = MarketOrderRequest(
symbol='AAPL',
qty=100,
side=OrderSide.BUY,
time_in_force=TimeInForce.DAY,
)
submitted = client.submit_order(order)
print(f'order id={submitted.id}, status={submitted.status}, filled_avg={submitted.filled_avg_price}')
# Paper fills at real-time price; live routes through Citadel / Virtu / AlphaPoint
This snippet logs into the paper endpoint, places a 100-share market buy on AAPL, and prints the order id and fill price. The same client object with `paper=False` flips to the live endpoint with a different API key (`AK...`). For options, use `MarketOrderRequest` with `type='option'` and a contract spec (alpaca-py documentation, September 2026).
IBKR Pro vs IBKR Lite: Algorithmic Trader Implications
IBKR Pro is the right tier for algo trading in 2026 because it avoids payment for order flow, routes orders directly to exchanges, and supports extended hours.
IBKR Pro charges $0 commission on US stocks with a $1 minimum per order, $0.65 per options contract, and tiered margin rates that start at 5.83% and decrease to 4.83% for balances above $1M. IBKR Pro does not receive PFOF and supports direct routing to exchanges (NYSE, NASDAQ, ARCA, IEX, and EDGX). IBKR Lite pays zero commission with no minimum but uses PFOF. IBKR Pro is mandatory for any serious algo trading setup (IBKR Pricing, September 2026).
Production Reliability and Uptime
Alpaca has 99.99% uptime in 2026; IBKR's API has 99.95%+ historical uptime but is gated behind TWS or IB Gateway which has its own availability profile.
Alpaca runs the trade API on AWS US-east-1 with multi-AZ failover and publishes a status page at status.alpaca.markets with historical uptime above 99.99% in 2026. The Alpaca WebSocket stream is also multi-AZ with auto-reconnect logic in `alpaca-py`. IBKR's TWS API has historical uptime above 99.95% but the dependency on TWS or IB Gateway running locally adds a single point of failure - if the host reboots or TWS crashes, the API disconnects. Most production IBKR deployments run IB Gateway in Docker with restart policies and a watchdog script (Alpaca Status, IBKR Status, September 2026).
| Reliability metric | Alpaca | IBKR Pro |
|---|
| API uptime (12-month) | 99.99% | 99.95%+ |
| Local dependency | None | TWS or IB Gateway |
| Auto-reconnect SDK | Built-in | Manual (reqCurrentTime) |
| WebSocket auto-reconnect | Built-in | Manual |
| Multi-AZ failover | Yes | Yes (IB Gateway cluster) |
| Rate limit (REST) | 200 req/min | 50 req/sec |
Source: Alpaca Status, IBKR TWS API documentation, September 2026.
Choosing Between Alpaca and IBKR for Your Strategy
Pick Alpaca for retail US equity and crypto strategies with paper trading; pick IBKR for multi-asset professional strategies with global exchange routing.
Alpaca is the right choice in 2026 for retail and small-team quant developers who want a Python-native REST + WebSocket API, paper trading without KYC, and zero minimum commissions on US equities and crypto. IBKR is the right choice for professional quant teams running multi-asset strategies across equities, options, futures, forex, and bonds across 150+ global exchanges. For most single-asset retail strategies, Alpaca is the faster path to production. For multi-asset professional strategies, IBKR is the only choice (Alpaca, IBKR, September 2026).
Alternatives to consider
If neither contender in this comparison fits, these adjacent options are worth a look:
- Premium tier (when both candidates are mid-tier and you want the flagship experience).
- Budget tier (when you'd use the cheapest viable alternative anyway).
- Niche alternative (when one specific dimension — battery, ecosystem, weight — dominates your decision).
FAQs
Does Alpaca have margin in 2026?
Yes - Alpaca Securities offers margin trading at 2x-4x leverage for accounts above $2,000. Margin rates are 6.0% on balances under $25K, declining to 5.5% above $250K and 5.0% above $1M. Pattern day trader rules require $25,000 minimum equity.
Can I use Alpaca and IBKR in the same strategy?
Yes - many algo traders run Alpaca for paper trading and live US equities, IBKR for options, futures, and global routing. The two APIs are independent and run from the same Python codebase with separate clients.
Does Alpaca support extended hours trading?
Yes - Alpaca supports pre-market (4:00 AM - 9:30 AM ET) and post-market (4:00 PM - 8:00 PM ET) trading for US equities with limit orders only. Extended hours volume is roughly 5-10% of regular hours volume.
Is the Alpaca Python SDK maintained?
Yes - `alpaca-py` is actively maintained on GitHub at github.com/alpacahq/alpaca-py with monthly releases in 2026. The legacy `alpaca-trade-api` package is in maintenance mode and will be deprecated in 2027.
Resources and Next Steps
For developers evaluating Alpaca vs Interactive Brokers API in 2026, start with the Alpaca documentation for the commission-free REST + WebSocket stack and paper trading setup, then read the IBKR TWS API documentation for multi-asset professional trading. `alpaca-py` is the right SDK for retail US equity and crypto strategies; `ib_insync` is the right wrapper for professional multi-asset strategies. Both brokers support paper trading for development; both have production-grade uptime SLAs.
Fazlur Rahman
