Binance Smart Money Scraper 📊

Extract Binance Futures Smart Money data - top traders, positions, and performance analytics.

Access Binance's Smart Money page data - the platform's featured top traders across USDT-M and COIN-M futures markets. Extract leaderboard data, track real-time positions, and analyze performance metrics. Perfect for copy trading research, market analysis, and competitive intelligence.

✨ Features

📈 Top Traders Leaderboard

• Smart Money Rankings: Access Binance's curated top trader lists
• Flexible Time Ranges: 24h, 3D, 7D, 30D, 90D, 1Y, or All-time
• Ranking Methods: Sort by ROI or PNL
• Position Sharers Filter: Show only traders sharing positions
• Performance Charts: Historical PNL/ROI data over time

🎯 Direct Position Tracking

• Multi-Market Support: USDT-M (UM) and COIN-M (CM) futures
• Real-time Positions: Entry prices, PNL, ROI, leverage
• Profile Statistics: Win rate, MDD, subscribers, days active
• ROI/PNL Chart Data: Historical performance time-series per trader
• Closed Position History: Past USDT-M positions over a chosen window
• Order History: Executed orders (UM/CM) over a chosen window

📡 Smart Money Signals

• Per-Symbol Aggregates: Net Smart Money positioning for any futures symbol
• Signal Feed + Stats: Recent signal entries and aggregate statistics
• Market-Wide Overview: use ALL to pull net positioning across every symbol in one run
• Aggregation Windows: 30m, 1h, 24h, 3D, 7D, 30D, 90D, 1Y, All-time

🚀 How to Use

Mode 1: Top Traders Scraping

Extract top traders from Binance Smart Money page.

{
  "timeRange": "30D",
  "rankingType": "PNL",
  "onlyShowSharingPosition": true,
  "limit": 50
}

Mode 2: Direct Position Tracking

Track specific traders' positions and performance by their IDs. Optionally add ROI/PNL chart, closed position history and order history.

{
  "topTraderIds": [
    "4812669897965220608",
    "4745247926707103488"
  ],
  "marketType": "UM",
  "fetchPerformance": true,
  "fetchChartData": true,
  "fetchPositionHistory": true,
  "fetchOrderHistory": true,
  "historyDays": 30
}

Mode 3: Smart Money Signals

Fetch aggregated Smart Money signals for specific futures symbols (leave topTraderIds empty for a signals-only run).

{
  "signalSymbols": [
    "ETHUSDT",
    "BTCUSDT"
  ],
  "signalTimeRange": "30m"
}

Symbols are case-insensitive. For a market-wide overview of every symbol, pass a single ALL:

{
  "signalSymbols": ["ALL"],
  "signalTimeRange": "30m"
}

Configuration Options

Parameter	Description	Values
timeRange	Time period for rankings	24h, 3D, 7D, 30D, 90D, 1Y, ALL
rankingType	Ranking method	PNL, ROI
onlyShowSharingPosition	Position sharers only	true/false
limit	Maximum traders to fetch	Number or empty for all
topTraderIds	Specific trader IDs	Array of numeric ID strings
marketType	Futures market type	UM, CM, or empty for both
fetchPerformance	Include profile stats (Mode 2)	true/false
fetchChartData	Include ROI/PNL chart series (Mode 2)	true/false
fetchPositionHistory	Include closed USDT-M position history (Mode 2)	true/false
fetchOrderHistory	Include order history UM/CM (Mode 2)	true/false
historyDays	History window for the two options above	Number (default 30)
signalSymbols	Symbols for Smart Money Signals (Mode 3)	Array of symbol strings
signalTimeRange	Signal aggregation window	30m, 1h, 24h, 3D, 7D, 30D, 90D, 1Y, ALL

📊 Output Data Structure

Top Traders Mode Output

{
  "topTraderId": "4812669897965220608",
  "traderName": "User-0ffa2",
  "accountName": "lp-awjwiu7hntfu",
  "avatarUrl": "https://public.nftstatic.com/static/nft/res/nft-cex/S3/1698378538672_lr28zy0wc48q1c4l9b5usjtbxrps3nws.png",
  "subscribers": 514,
  "roi": 0.240458,
  "pnl": 225537.44787,
  "assets": 1163488.3031504,
  "mdd": null,
  "isSubscribed": false,
  "isNotificationEnabled": null,
  "isOwner": false,
  "requireSubscriptionCode": false,
  "chart": {
    "dataType": "PNL",
    "items": [
      [1766102400000, 0],
      [1766188800000, 7653.683647],
      [1766275200000, 17642.983979],
      [1766361600000, 14550.024014],
      [1766448000000, -22944.475863],
      [1766534400000, -17431.017047],
      [1766620800000, -32535.322945],
      [1766707200000, -28610.842622],
      [1766793600000, -11994.309611],
      [1766880000000, -10409.331696],
      [1766966400000, -35070.964585],
      [1767052800000, 5714.898218],
      [1767139200000, -23509.12126],
      [1767225600000, 15881.651559],
      [1767312000000, 55230.826566],
      [1767398400000, 76572.92238],
      [1767484800000, 106766.131045],
      [1767571200000, 185295.464385],
      [1767657600000, 180269.908486],
      [1767744000000, 99563.214617],
      [1767830400000, 90030.867623],
      [1767916800000, 73554.828765],
      [1768003200000, 68884.804357],
      [1768089600000, 84261.063364],
      [1768176000000, 94411.08099],
      [1768262400000, 232719.927403],
      [1768348800000, 284698.056904],
      [1768435200000, 239681.365908],
      [1768521600000, 237890.101132],
      [1768608000000, 224042.350394],
      [1768726799000, 225537.44787]
    ]
  }
}

Position Tracking Mode Output

{
  "topTraderId": "4812669897965220608",
  "positions": {
    "UM": [
      {
        "symbol": "BTCUSDC",
        "isolated": false,
        "side": "LONG",
        "entryPrice": 118888,
        "markPrice": 95098.9,
        "liqPrice": 78955.84890658,
        "margin": 51511.90519691,
        "maintenanceMargin": 722.6785625,
        "marginRatio": 2.694217,
        "pnl": -38657.2875,
        "roi": -0.75045346,
        "amount": 1.625,
        "leverage": 3
      }
    ],
    "CM": [
      {
        "symbol": "BTCUSD_PERP",
        "isolated": false,
        "side": "LONG",
        "entryPrice": 102103.7228407,
        "markPrice": 95080.6,
        "liqPrice": 60002.16782375,
        "margin": 6.60316979,
        "maintenanceMargin": 0.14309508,
        "marginRatio": 1.198874,
        "pnl": -1.36258121,
        "roi": -0.20635259,
        "amount": 18835,
        "leverage": 3
      }
    ]
  },
  "profile": {
    "accounts": [
      {
        "topTraderId": "4812669897965220608",
        "accountName": "lp-awjwiu7hntfu",
        "myAccount": false
      }
    ],
    "topTraderId": "4812669897965220608",
    "traderName": "User-0ffa2",
    "accountName": "lp-awjwiu7hntfu",
    "avatarUrl": "https://public.nftstatic.com/static/nft/res/nft-cex/S3/1698378538672_lr28zy0wc48q1c4l9b5usjtbxrps3nws.png",
    "introduction": "Track my real-time futures trades and performance over time.",
    "enable": true,
    "sharingPosition": true,
    "sharingPositionHistory": true,
    "sharingLatestRecord": true,
    "roi": 0.1223,
    "pnl": 126609.47069105,
    "umMarginBalance": 26821.40173172,
    "cmMarginBalance": 1135447.06863233,
    "daysActive": 1292,
    "mdd": 0.446384,
    "winRate": 0.8381,
    "netTransfer": 1035658.999673,
    "subscribers": 514,
    "notificationEnabled": null,
    "isAi": false,
    "isPmUser": false,
    "subscriptionCode": null,
    "futuresCopyTradePortfolioId": null,
    "spotCopyTradePortfolioId": null,
    "userPerspective": "OTHER"
  }
}

Data Fields Reference

Field	Description	Type
topTraderId	Unique trader identifier	String
traderName	Trader display name	String
pnl	Profit/Loss amount	Number
roi	Return on Investment	Number
assets	Total assets	Number
subscribers	Follower count	Number
mdd	Maximum Drawdown	Number
winRate	Win rate percentage	Number
daysActive	Trading days count	Number
positions	Current positions by market	Object
chart	Historical performance data	Object

🔥 Who Benefits from This Data

💰 Individual Traders

• Copy Trading: Find profitable traders to mirror their strategies
• Market Intelligence: Study what top traders are buying/selling
• Risk Assessment: Learn from successful risk management approaches

📊 Financial Analysts

• Market Research: Analyze crypto derivatives market trends
• Performance Studies: Track ROI patterns across different time periods
• Investment Strategies: Identify successful trading methodologies

🏢 Crypto Businesses

• Product Development: Understand trader behavior and preferences
• Marketing Intelligence: Identify influential traders for partnerships
• Client Acquisition: Find potential high-value trading clients

🤖 FinTech Developers

• Trading Platforms: Integrate leaderboard features into your app
• Analytics Tools: Build trader performance comparison features
• Research Platforms: Power crypto market analysis tools

Notes

• The collected data is stored in Apify’s default data store.