GMGN Smart Money Wallet Leaderboard — Top Crypto Traders by PnL, ROI & Winrate

Scrape the highest-performing crypto wallets across Solana, BSC, Ethereum, Base, Tron, and Monad. Ranked by 1-day / 7-day / 30-day PnL, realized profit (USD), winrate, transaction count, and volume. Every wallet comes back with 50+ fields, daily profit timeline, GMGN tags (smart_degen, renowned, fresh, KOL, exchange, fund), and Twitter / Twitch metadata.

The definitive on-chain leaderboard scraper for copy-trading bots, smart-money tracking dashboards, alpha calls, and quant research.

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🚀 What this actor does

GMGN.ai aggregates wallet activity from every major DEX across six chains, computes PnL, winrate, and rich behavioral metadata for every active wallet, and ranks them on a public leaderboard. This actor pulls the entire leaderboard for every (chain × period × sort-key) combination you request — up to ~9,000 ranked wallet records per run.

You can rank by 15 different metrics (PnL multiplier, realized profit USD, winrate, transaction count, volume — each over 1d / 7d / 30d windows). Every wallet is normalized into a stable schema: realized profit per window, winrate per window, transaction counts, average cost basis, holding period, daily profit history (the last 7 days as a series), GMGN tags, follower count, Twitter, ENS, and the chain-specific balance.

Use this actor when you want the answer to "who are the best traders on chain X right now?" — and you want all the data, not just the top 10 you can see in the GMGN UI.

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💡 Use cases

• Copy-trading bots — discover wallets to copy, ranked by PnL × winrate × tx-count. Auto-rebalance your copy list every day.
• Smart-money tracking dashboards — power "who's making money?" SaaS products with fresh leaderboard data.
• Alpha-call Telegram / Discord — automate "🏆 Top 100 Solana traders this week" posts.
• On-chain research — analyze winrate distribution, holding-period patterns, and PnL bucket data across cohorts.
• AI training datasets — collect labelled smart-money / fresh / sniper / bot wallets for ML classification models.
• Trading-tool product teams — feed the leaderboard into your own watchlist / leaderboard UI.
• Crypto media & content creators — automate "trader of the week" posts with verified Twitter / Twitch links.
• VC / fund deal-flow — identify high-velocity successful traders for partnerships or recruitment.

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🌐 Supported chains × periods

Chain	1d	7d	30d
Solana	✅	✅	✅
BSC	✅	✅	✅
Ethereum	✅	✅	✅
Base	✅	✅	✅
Tron	✅	✅	✅
Monad	✅	✅	✅

Per (chain, period) call you get up to 100 wallets. Per (chain, period, orderBy) combination is a separate call — running multiple orderByList values surfaces overlapping but different top-N lists, expanding coverage to the top 200-500 wallets per chain × period.

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🎚 Sorting metrics

Pick any combination via orderByList — the actor calls one ranking per entry and merges:

Metric	Meaning
pnl_1d / pnl_7d / pnl_30d	PnL multiplier (return on cost basis).
realized_profit_1d / _7d / _30d	Realized profit in USD.
winrate_1d / _7d / _30d	Winrate (0-1).
volume_1d / _7d / _30d	Total USD volume traded.
txs_1d / _7d / _30d	Transaction count.

Combine 4-5 orderings to capture every kind of "good trader" — high PnL × low Tx (lucky), high winrate (consistent), high Tx (active), high volume (whale).

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⚙️ Input configuration

Field	Type	Default	Description
chains	string[]	["sol", "bsc"]	sol, bsc, eth, base, tron, monad
periods	string[]	["1d", "7d"]	1d, 7d, 30d
orderByList	string[]	["pnl_7d", "realized_profit_7d"]	See sorting table above.
direction	string	"desc"	desc (top), asc (bottom).
minPnl	number	0	Minimum PnL multiplier in chosen period.
minRealizedProfitUsd	integer	0	Minimum realized USD profit.
minWinrate	number	0	Minimum winrate (0-1).
minTxs	integer	0	Minimum transaction count.
minVolumeUsd	integer	0	Minimum USD volume.
onlyWithTwitter	boolean	false	Keep only wallets with linked Twitter.
tagFilter	string[]	[]	Keep wallets carrying these GMGN tags.
deduplicate	boolean	true	Merge same wallet from multiple rankings.
useProxy	boolean	true	Apify Proxy on/off.
proxyConfiguration	object	residential
maxConcurrency	integer	5

GMGN wallet tags

tagFilter accepts:

• smart_degen — high-PnL active trader
• renowned — verified public figure / influencer
• fresh_wallet — newly-funded wallet (often insider patterns)
• kol — key opinion leader
• exchange — exchange wallet
• fund — known fund / institutional wallet
• pump_smart_degen — Solana pump.fun smart trader
• sniper — sniper bot wallet
• top_followed — high follower count on GMGN
• launchpad_smart — successful launchpad-stage trader

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📦 Output fields (50+ per wallet)

Identity

Field	Description
walletAddress	Address.
chain	Chain slug.
nickname	User-set nickname on GMGN.
name	Display name (auto from Twitter if linked).
avatar	Avatar URL.
twitterUsername / twitterName / twitterDescription	Linked Twitter metadata.
twitchChannelName	Linked Twitch channel.
tags	Array of GMGN tags.
lastActive / lastActiveUnix	Last on-chain trade timestamp.
followCount	Number of GMGN users following this wallet.
remarkCount	Number of GMGN users who annotated the wallet.

Balances

Field	Description
balance	Native chain balance (matches chain).
ethBalance / solBalance / trxBalance / monadBalance	Cross-chain balances when GMGN tracks them.

PnL — multiplier (×)

Field	Description
pnl1d / pnl7d / pnl30d	PnL as multiplier of cost (1.5 = 50% gain).

PnL — USD

Field	Description
realizedProfit1d / 7d / 30d	Realized profit in USD.

Winrate

Field	Description
winrate1d / 7d / 30d	Winrate 0-1.

Transactions

Field	Description
buy / buy1d / buy7d / buy30d	Buy transaction counts.
sell / sell1d / sell7d / sell30d	Sell counts.
txs / txs1d / txs7d / txs30d	Total transaction counts.
volume1d / 7d / 30d	USD volume.

Cost & holding

Field	Description
avgCost1d / 7d / 30d	Average cost basis per trade.
avgHoldingPeriod1d / 7d / 30d	Average holding period in seconds.

Net flow

Field	Description
netInflow1d / 7d / 30d	Net SOL/ETH/BNB inflow.

7-day PnL distribution

Field	Description
pnlLtMinusDot5Num7d	# of tokens with PnL < -50%.
pnlMinusDot50x7d	# of tokens with PnL between -50% and 0.
pnlLt2x7d	# of tokens with PnL 0% to 2×.
pnl2x5x7d	# of tokens with PnL 2× to 5×.
pnlGt5x7d	# of tokens with PnL > 5×.

Daily profit history

Field	Description
dailyProfit7d	Array of { date, profit } — last 7 daily profit datapoints.

Metadata

Field	Description
gmgnUrl	GMGN wallet page.
orderByMatches	Which (period, orderBy) rankings surfaced this wallet.
scrapedAt	Scrape time.

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🧪 Example output

{
  "walletAddress": "0x2ce9d43d1cba6ae31d7f07bfe0098dfa2d833373",
  "chain": "bsc",
  "name": "枯坐p小将",
  "twitterUsername": "rob02643673_rob",
  "twitterDescription": "金蛙集团保安大队长 @GoldenPepeCabal",
  "tags": ["gmgn", "kol", "launchpad_smart", "top_followed"],
  "lastActive": "2026-05-15T11:02:43.000Z",
  "followCount": 20344,
  "balance": 81.75,
  "pnl1d": 0.18,
  "pnl7d": 0.55,
  "pnl30d": 0.37,
  "realizedProfit1d": 2914.5,
  "realizedProfit7d": 35185.55,
  "realizedProfit30d": 104849.74,
  "winrate1d": 0.65,
  "winrate7d": 0.78,
  "winrate30d": 0.72,
  "buy7d": 131,
  "sell7d": 218,
  "txs7d": 349,
  "volume7d": 218000.5,
  "avgHoldingPeriod7d": 31580,
  "pnlGt5x7d": 4,
  "dailyProfit7d": [
    { "date": "2026-05-09T00:00:00.000Z", "profit": 311.79 },
    { "date": "2026-05-10T00:00:00.000Z", "profit": 0 },
    { "date": "2026-05-11T00:00:00.000Z", "profit": -2.54 }
  ],
  "gmgnUrl": "https://gmgn.ai/bsc/address/0x2ce9d43d1cba6ae31d7f07bfe0098dfa2d833373",
  "orderByMatches": ["7d/pnl_7d", "7d/realized_profit_7d"],
  "scrapedAt": "2026-05-15T12:00:00.000Z"
}

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🧰 Recipes

1. Best Solana copy-trade candidates this week

{
  "chains": ["sol"],
  "periods": ["7d"],
  "orderByList": ["pnl_7d", "winrate_7d", "realized_profit_7d"],
  "minRealizedProfitUsd": 5000,
  "minTxs": 20,
  "minWinrate": 0.5
}

Filters: real money, real volume, half-or-better winrate. 100-200 high-quality candidates.

2. Find all KOL wallets across all chains

{
  "chains": ["sol", "bsc", "eth", "base", "tron", "monad"],
  "periods": ["7d"],
  "orderByList": ["pnl_7d"],
  "tagFilter": ["kol", "renowned"]
}

3. Track fresh-wallet (insider?) activity

{
  "chains": ["sol", "bsc"],
  "periods": ["1d"],
  "orderByList": ["realized_profit_1d", "pnl_1d"],
  "tagFilter": ["fresh_wallet"],
  "minRealizedProfitUsd": 1000
}

Newly-funded wallets making big money in 24h — strong insider signal.

4. Whale activity dashboard

{
  "chains": ["sol", "bsc", "eth"],
  "periods": ["30d"],
  "orderByList": ["volume_30d", "realized_profit_30d"],
  "minVolumeUsd": 1000000
}

5. Daily snapshot for time-series PnL leaderboards

Schedule the actor every 24h, store results — gives you a longitudinal "top 100" dataset across days.

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🛡️ Under the hood

• Endpoint — GET https://gmgn.ai/defi/quotation/v1/rank/{chain}/wallets/{period} with orderby and direction.
• Auth — none. Cloudflare-fronted, fingerprint-gated.
• Proxy — Apify Residential default.
• Retries — 5 attempts with exponential backoff.
• Concurrency — bounded pool, default 5.
• Deduplication — same (chain, walletAddress) across multiple rankings merged into one row with orderByMatches.

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⚡ Performance

Configuration	Wallet records	Time	Cost
2 chains × 2 periods × 2 orderBys (default)	~400-800 (with dedup)	<1 min	~$0.02
6 chains × 3 periods × 4 orderBys	~6-9K	~3-5 min	~$0.10
6 chains × 3 periods × 15 orderBys (max coverage)	~10-15K	~10 min	~$0.30

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📅 Recommended schedules

• Daily leaderboard refresh — once per day for stable snapshots.
• Live alpha feed — every 1-2 hours with periods: ["1d"].
• Weekly export — once per week for research.

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❓ FAQ

What's the difference between pnl_7d and realized_profit_7d?

pnl_7d is a multiplier (1.5 means +50%). realized_profit_7d is the USD amount of realized profit. Top by multiplier surfaces lucky small-account winners; top by USD profit surfaces actual whales.

What does fresh_wallet mean?

GMGN tags wallets newly funded within ~30 days. They're often insider/founder wallets pre-launch — a leading indicator for upcoming launches.

What is dailyProfit7d?

A 7-element array of { date, profit } showing daily realized profit for the wallet — perfect for time-series charts.

Why is winrate zero for some wallets?

Either no completed trades in the period (open positions only) or no realized losses calculable yet. Combine with minTxs to filter these out.

How fresh is the data?

GMGN's leaderboard recomputes every 5-10 minutes. The actor returns whatever's on the leaderboard at call time.

Does this work for Polymarket / prediction markets?

No — this is for on-chain crypto trading. For Polymarket leaderboards see Polymarket Top Wallets Leaderboard (sister actor).

How do I follow a wallet's full holdings, not just leaderboard stats?

Use GMGN Wallet Portfolio & PnL Tracker (related actor) — pass the wallet address and get the full holdings breakdown.

What if a wallet appears in multiple rankings?

With deduplicate: true (default) it's emitted once. The orderByMatches array lists every ranking that surfaced it — useful for ranking-of-rankings analysis.

How many wallets do I get per run?

Up to 100 per (chain, period, orderBy) call. With dedup, 2 chains × 2 periods × 4 orderBys typically yields ~600-1000 unique wallets.

Can I rank by buy-only or sell-only volume?

Currently GMGN's API only exposes total volume / tx counts. The actor returns separate buy* and sell* counts so you can filter client-side.

Is the balance field in USD?

No — it's in the native chain token (SOL, BNB, ETH, etc.). Multiply by current token price for USD.

Does the actor respect GMGN rate limits?

Yes. Bounded concurrency + 5-attempt exponential backoff.

Can I use this to find tokens to buy?

Not directly — but combine with GMGN Wallet Portfolio Tracker to see what each top wallet is currently holding, or GMGN Smart Money Buy Signals to see what they're buying right now.

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🔗 Related actors

• GMGN Wallet Portfolio & PnL Tracker — full holdings + PnL for any wallet.
• GMGN Smart Money Buy Signals — live feed of smart-money buys.
• GMGN Token Holders Intelligence — see which top wallets hold which tokens.
• GMGN Trending Memecoin Scanner — see what's heating up across chains.
• GMGN New Token Launch Detector — every new pair, every chain.
• GMGN Token Rugcheck & Deep Analytics — security + dev history per token.
• GMGN Crypto KOL Twitter & Telegram Signal Feed — KOL tweets / TG posts.

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🆘 Support

Bug? Missing field? Want a new orderBy supported? Open an issue on the actor's Apify page.

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Changelog

• 2026-05-20 — Maintenance pass: reviewed the input schema and default values for a smooth one-click start, and rebuilt the Actor on the latest base image.

Last reviewed: 2026-05-20.