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binance-leaderboard

Query on-chain trader leaderboards and score wallet addresses across BSC, Solana, Base, and Ethereum.

1.0k|213|Updated Mar 3, 2026
Search Tags:#on-chain#leaderboard#copy trading#binance web3#Wallet Analysis#pnl ranking#gem hunter
One-click install
npx skills add https://github.com/binance/binance-skills-hub --skill binance-leaderboard
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: binance-leaderboard
Source: https://github.com/binance/binance-skills-hub/tree/main/skills/binance-web3/binance-leaderboard
Command: npx skills add https://github.com/binance/binance-skills-hub --skill binance-leaderboard

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @binance/agentic-wallet, and includes references (resource) components.

What problem does it solve?

Evaluating which on-chain wallets are worth following requires manually digging through blockchain explorers and trade histories. This Skill gives AI agents direct access to Binance Web3's trader leaderboard, a 6-dimension wallet scoring model, and Gem Hunter token-holder discovery, so users can rank top traders and audit any wallet's trading quality through natural language.

Core Features & Use Cases

  • Leaderboard Query: Rank top traders by PnL, win rate, volume, trade count, or token count across BSC, Solana, Base, and Ethereum over 7/30/90-day periods, with KOL and MPC tag filters.
  • Address Analysis: Score any wallet on a 100-point model (win rate, stability, drawdown, tags, PnL, follow-friendliness) plus an AI archetype overlay (Sniper, Swing Trader, Accumulator, Farmer) with star ratings.
  • Gem Hunter: Find wallets holding specific token contracts, and save reusable preset filters and Gem Hunter configs.
  • Use Case: Ask your agent to analyze a wallet address before copy-trading it — you get a star rating, dimension-by-dimension breakdown, and trading style classification in one reply.

Quick Start

Ask your agent to analyze the wallet address 0xabc... on BSC and show its rating, score breakdown, and trading style.

Frequently Asked Questions about binance-leaderboard

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find top crypto traders by PnL on BSC?▼

Run a leaderboard query with chain ID 56, a period of 7d, 30d, or 90d, and sort by PnL, win rate, volume, or trade count. The public endpoint requires no authentication and returns per-address PnL, win rate, and token distribution.

How to analyze a wallet address before copy trading?▼

Use the analyze command with the chain ID and wallet address to get a 100-point score across six dimensions: win rate, stability, drawdown, tags, PnL, and follow-friendliness. An AI overlay adds an archetype classification and adjusts the final score by up to 10 points.

Which blockchains does the Binance Web3 leaderboard support?▼

The leaderboard supports BSC (chain ID 56), Solana (CT_501), Base (8453), and Ethereum (1). All query, analyze, and Gem Hunter commands accept these chain IDs.

What if my wallet address is not found in the leaderboard?▼

The analyze command scans the top 1000 entries by default and returns a beyond-top result if the address is absent. Increase the scan range up to 5000 entries with the top-n flag, or check locally tracked addresses with the binance-wallet-tracker skill.

Does the leaderboard query require Binance API credentials?▼

The leaderboard query endpoint is public and needs no authentication. Gem Hunter queries and preset save or list operations are private endpoints that require an agentSessionId, which the baw CLI sets automatically.

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