The most realistic paper trading platform

Most paper trading platforms give you fake fills at perfect prices. Paper simulates the actual market with real-time execution logic, slippage, partial fills, and market dynamics. Plus, we're the only platform that lets you test drive 22 different brokers with their exact rules and restrictions. Train like you'll trade.

< 5ms
Execution Latency
100%
Real Market Data
L1 NBBO
Price Feeds
0
Risk to You

The hidden cost of unrealistic practice

When you transition from paper trading to real money, the shock can be devastating. Strategies that worked perfectly in simulation suddenly fail because they never accounted for the messy reality of actual markets.

Fantasy Paper Trading

What most platforms show you

Market Buy 100 AAPL✓ Filled @ $197.60
Limit Sell 500 TSLA @ $350.00✓ Filled Instantly
Stop Loss @ $348.00✓ Perfect Exit
$0.00
P&L Drift
SEC & TAF Fees:$0.00
Slippage Impact:$0.00
Bid-Ask Spread:$0.00
Partial Fill Loss:$0.00
Latency:0ms

"This trading thing is easy!"

Paper Reality

What actually happens in real markets

Market Buy 100 AAPL⚠ Filled @ $197.73 (+$13)
Limit Sell 500 TSLA @ $350.00✗ Partial Fill (310 shares)
Stop Loss @ $348.00✗ Slipped to $346.95
-$368.95
P&L Drift
SEC & TAF Fees:-$8.45
Slippage Impact:-$325.50
Bid-Ask Spread:-$27.00
Partial Fill Loss:-$8.00
Latency:250ms

"Why didn't anyone warn me?"

Paper shows you what trading actually feels like - with all the friction, slippage, and market realities that other platforms ignore.

Built for realistic trading simulation

Every feature designed to mirror real market conditions and prepare you for actual trading. Experience the chaos, complexity, and nuance of real markets without risking a single dollar.

Real-Time Execution Engine

Matching logic based on NBBO, order type, and time priority. Experience realistic fills, not instant perfection.

Simulated Market Latency

Add realistic network delays. Test your strategies under different conditions, from retail to HFT scenarios.

Partial Fills & Slippage

Large orders get partial fills based on liquidity. Experience real slippage and price impact modeling.

Market Events & Halts

Trade through halts, circuit breakers, and auction periods. Learn to navigate real market conditions.

Real Margin & Fees

Full margin simulation with interest, calls, and liquidations. Accurate fee modeling including SEC, FINRA, and exchange fees.

Real P&L Tracking

Track your realized and unrealized gains with accurate cost basis calculations. See your true performance without the complexity of tax implications.

Industry First

Test drive 22 different brokersbefore you commit

Paper is the only platform that accurately emulates the exact trading rules, restrictions, and behaviors of major brokers. Compare commissions, margin requirements, trading hours, and order types across brokers to find your perfect match.

Live Broker Comparison

FidelityPre-market: 7:00 AM
$0 equity / $0.65 options
Interactive BrokersPre-market: 4:00 AM
$0.005/share / $0.65 options
RobinhoodNo short selling
$0 equity / $0 options
Tastytrade$10 cap per leg
$0 equity / $1 options
Each broker has unique rules that affect your trading strategy and profitability

Why broker emulation matters

Accurate Commission Modeling

Experience exact commission structures including per-share pricing, option contract fees, and broker-specific caps

Trading Hour Restrictions

Fidelity starts pre-market at 7am while IBKR starts at 4am - test how this impacts your strategy

Feature Availability

Robinhood doesn't allow short selling, Vanguard has no extended hours - know before you go

Portfolio Type Support

Test portfolio margin at Schwab, IRA match bonuses at Robinhood, or cash-only at Public

All 22 brokers, perfectly emulated

Interactive Brokers
Fidelity
Charles Schwab
Robinhood
Webull
Vanguard
E*TRADE
Merrill Edge
moomoo
Public.com
TD Ameritrade
Ally Invest
SoFi Invest
Tastytrade
Firstrade
TradeStation
Lightspeed
Cobra Trading
J.P. Morgan
Tradier
Alpaca
Default

Switch between brokers instantly. Test your strategies across different platforms.

More brokers coming soon

Professional Trading Tools

Advanced features the pros actually use

Go beyond basic orders. Paper supports the full spectrum of professional trading strategies and risk management tools you'll find at any major brokerage.

Portfolio Margin

Test strategies with professional margin models before risking real capital.

SIMPLEBasic shock-based calculations
SPANCME's risk-based model
TIMSOCC's theoretical pricing

Advanced Order Types

Execute sophisticated strategies with institutional-grade order types.

  • Trailing Stop Orders - Dynamic risk management
  • Bracket Orders - Automated profit & loss targets
  • FOK & IOC - Fill-or-Kill, Immediate-or-Cancel
  • Extended Hours - Pre-market & after-hours trading

See it in action

SIMPLE Risk Engine

Basic shock-based calculation

SIMPLE Risk Engine
// Running SIMPLE margin calculation calculatePortfolioMargin({ engine: "SIMPLE", positions: portfolio.positions, shockPercent: 15, netLiquidation: 50000 }) => Running risk scenarios... => Equity shock: -$7,500 => Margin requirement: $12,500 => Available buying power: $37,500
✓ Calculation complete

Bracket Order Entry

Complete risk management strategy

Bracket Order Entry
// Entering bracket order with targets { "symbol": "NVDA", "type": "LIMIT", "side": "BUY_TO_OPEN", "quantity": 100, "limitPrice": 485.00, "isBracketOrder": true, "profitTargetPrice": 510.00, "stopLossPrice": 465.00, "timeInForce": "GTC" } => Order submitted to matching engine => Parent order: PENDING => Profit target: PENDING_PARENT => Stop loss: PENDING_PARENT
✓ Bracket order staged
First of its kind

Trade with AI agents using natural language

Paper is the first trading platform with Model Context Protocol (MCP) integration. Let AI assistants like Claude execute trades, manage portfolios, and analyze markets through simple conversations. Test the future of AI-driven investing in a risk-free environment.

You:

"Buy 100 shares of Apple and set a stop loss at 5% below the current price"

AI:

"I'll place that order for you. Current AAPL price is $178.50..."

Order placed: BUY 100 AAPL @ Market
Stop Loss set: $169.58 (-5%)
You:

"Show me the best performing sectors in my portfolio"

AI:

"I've analyzed your positions by sector. Technology is up 15.2%..."

Revolutionary AI Trading Features

  • Natural Language Trading

    Describe complex strategies in plain English

  • Autonomous Execution

    AI agents can place, modify, and cancel orders

  • Portfolio Intelligence

    Get AI-powered insights on positions and performance

  • Risk-Free Testing

    Perfect environment to test AI trading strategies

Developer API

Build on Paper's infrastructure

Access the same realistic trading engine through our REST API. Perfect for building trading bots, testing algorithms, or integrating paper trading into your platform.

  • REST API

    Place orders, manage portfolios, access market data

  • WebSocket StreamsComing Soon

    Real-time order updates and market data feeds

  • MCP Protocol

    Enable AI agents to trade on your behalf

  • Native SDKsComing Soon

    Python, JavaScript, and Go client libraries

View API documentation
// Place a realistic market order
const API_KEY = 'your_api_key';

const response = await fetch('/api/oms/orders', {
  method: 'POST',
  headers: {
    'X-API-Key': API_KEY,
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    customerId: '550e8400-e29b-41d4-a716-446655440000',
    portfolioId: '660e8400-e29b-41d4-a716-446655440001',
    assetClass: 'EQUITY',
    symbol: 'AAPL',
    side: 'BUY_TO_OPEN',
    quantity: 100,
    type: 'MARKET',
    timeInForce: 'DAY',
    latencyProfile: 'COLOCATED'
  })
});

const order = await response.json();
console.log(`Filled at: $${order.averageFilledPrice}`);
console.log(`Slippage: ${order.executionQuality?.averageSlippagePercent}%`);

Choose your trading plan

Start with our free tier or unlock advanced features for serious traders

Basic

Perfect for getting started

$0/month
  • 5 trades per day
  • Market & limit orders
  • Day or GTC orders
  • 1 portfolio (cash)
  • API & MCP access
  • Portfolio margin (SIMPLE, SPAN or TIMS)
  • Latency simulation (retail only)
  • Extended hours trading
Most Popular

Pro

For serious traders

$20/month
  • Unlimited trades
  • All advanced order types
  • Day, GTC, GTD, FOK, or IOC orders
  • 3 portfolios (cash, margin & IRA)
  • API & MCP access
  • Portfolio margin (SIMPLE, SPAN or TIMS)
  • All latency profiles
  • Extended hours trading

Commercial

For businesses & institutions

$500+/month
  • Everything in Pro
  • 500 accounts included
  • $1 per additional account
  • Priority support
  • Custom latency profiles
  • White-label API
Contact sales

The difference is in the details

Stop practicing in fantasy land. Start training in market reality.

FeatureOther PlatformsPaper
Order ExecutionInstant fills at displayed priceNBBO matching with queue position
Slippage & ImpactNo slippage modelingVolume-aware slippage & market impact
Market ConditionsAlways availableHalts, auctions, market hours
Fee StructureSimplified or no feesSEC, TAF, exchange, regulatory fees
Margin CalculationsBasic buying powerReg T & portfolio margin (SIMPLE, SPAN, or TIMS risk engine)
Broker EmulationGeneric rules only22 brokers with exact rules & restrictions