# GMGN Smart Money Wallet Leaderboard โ€” Top Crypto Traders (`logiover/gmgn-smart-money-wallet-leaderboard`) Actor Top crypto trader leaderboard from GMGN.ai across Solana, BSC, Ethereum, Base, Tron, Monad. Rank by 1d/7d/30d PnL, winrate, volume. 50+ fields per wallet: realized profit, winrate, txs, holding period, daily profit history, tags (smart\_degen, KOL, fresh), Twitter, ENS. - **URL**: https://apify.com/logiover/gmgn-smart-money-wallet-leaderboard.md - **Developed by:** [Logiover](https://apify.com/logiover) (community) - **Categories:** Automation, Lead generation, Developer tools - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $2.50 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## GMGN Smart Money Wallet Leaderboard โ€” Top Crypto Traders by PnL, ROI & Winrate ![GMGN Smart Money Wallet Leaderboard โ€” Top Crypto Traders](https://apify-image-uploads-prod.s3.us-east-1.amazonaws.com/GjS6nQ8qauOdq9KGy-actor-dbniND8uU5OgwKRc1-H5Dm1h0jw5-images.png) **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. --- ### ๐Ÿš€ 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 ร— period ร— sort-key) combination you request โ€” 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 โ€” 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?"** โ€” and you want all the data, not just the top 10 you can see in the GMGN UI. --- ### ๐Ÿ’ก Use cases - **Copy-trading bots** โ€” discover wallets to copy, ranked by PnL ร— winrate ร— tx-count. Auto-rebalance your copy list every day. - **Smart-money tracking dashboards** โ€” power "who's making money?" SaaS products with fresh leaderboard data. - **Alpha-call Telegram / Discord** โ€” automate "๐Ÿ† Top 100 Solana traders this week" posts. - **On-chain research** โ€” analyze winrate distribution, holding-period patterns, and PnL bucket data across cohorts. - **AI training datasets** โ€” collect labelled smart-money / fresh / sniper / bot wallets for ML classification models. - **Trading-tool product teams** โ€” feed the leaderboard into your own watchlist / leaderboard UI. - **Crypto media & content creators** โ€” automate "trader of the week" posts with verified Twitter / Twitch links. - **VC / fund deal-flow** โ€” identify high-velocity successful traders for partnerships or recruitment. --- ### ๐ŸŒ Supported chains ร— periods | Chain | 1d | 7d | 30d | |-------|----|----|-----| | Solana | โœ… | โœ… | โœ… | | BSC | โœ… | โœ… | โœ… | | Ethereum | โœ… | โœ… | โœ… | | Base | โœ… | โœ… | โœ… | | Tron | โœ… | โœ… | โœ… | | Monad | โœ… | โœ… | โœ… | Per (chain, period) call you get up to **100 wallets**. Per (chain, period, orderBy) combination is a separate call โ€” running multiple `orderByList` values surfaces overlapping but different top-N lists, expanding coverage to the **top 200-500 wallets** per chain ร— period. --- ### ๐ŸŽš Sorting metrics Pick any combination via `orderByList` โ€” 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" โ€” high PnL ร— low Tx (lucky), high winrate (consistent), high Tx (active), high volume (whale). --- ### โš™๏ธ 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` โ€” high-PnL active trader - `renowned` โ€” verified public figure / influencer - `fresh_wallet` โ€” newly-funded wallet (often insider patterns) - `kol` โ€” key opinion leader - `exchange` โ€” exchange wallet - `fund` โ€” known fund / institutional wallet - `pump_smart_degen` โ€” Solana pump.fun smart trader - `sniper` โ€” sniper bot wallet - `top_followed` โ€” high follower count on GMGN - `launchpad_smart` โ€” successful launchpad-stage trader --- ### ๐Ÿ“ฆ 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 โ€” multiplier (ร—) | Field | Description | |-------|-------------| | `pnl1d` / `pnl7d` / `pnl30d` | PnL as multiplier of cost (1.5 = 50% gain). | #### PnL โ€” 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 2ร—. | | `pnl2x5x7d` | ## of tokens with PnL 2ร— to 5ร—. | | `pnlGt5x7d` | ## of tokens with PnL > 5ร—. | #### Daily profit history | Field | Description | |-------|-------------| | `dailyProfit7d` | Array of `{ date, profit }` โ€” last 7 daily profit datapoints. | #### Metadata | Field | Description | |-------|-------------| | `gmgnUrl` | GMGN wallet page. | | `orderByMatches` | Which `(period, orderBy)` rankings surfaced this wallet. | | `scrapedAt` | Scrape time. | --- ### ๐Ÿงช Example output ```json { "walletAddress": "0x2ce9d43d1cba6ae31d7f07bfe0098dfa2d833373", "chain": "bsc", "name": "ๆžฏๅpๅฐๅฐ†", "twitterUsername": "rob02643673_rob", "twitterDescription": "้‡‘่›™้›†ๅ›ขไฟๅฎ‰ๅคง้˜Ÿ้•ฟ @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" } ```` *** ### ๐Ÿงฐ Recipes #### 1. Best Solana copy-trade candidates this week ```json { "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 ```json { "chains": ["sol", "bsc", "eth", "base", "tron", "monad"], "periods": ["7d"], "orderByList": ["pnl_7d"], "tagFilter": ["kol", "renowned"] } ``` #### 3. Track fresh-wallet (insider?) activity ```json { "chains": ["sol", "bsc"], "periods": ["1d"], "orderByList": ["realized_profit_1d", "pnl_1d"], "tagFilter": ["fresh_wallet"], "minRealizedProfitUsd": 1000 } ``` Newly-funded wallets making big money in 24h โ€” strong insider signal. #### 4. Whale activity dashboard ```json { "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 โ€” gives you a longitudinal "top 100" dataset across days. *** ### ๐Ÿ›ก๏ธ Under the hood - **Endpoint** โ€” `GET https://gmgn.ai/defi/quotation/v1/rank/{chain}/wallets/{period}` with `orderby` and `direction`. - **Auth** โ€” none. Cloudflare-fronted, fingerprint-gated. - **Proxy** โ€” Apify Residential default. - **Retries** โ€” 5 attempts with exponential backoff. - **Concurrency** โ€” bounded pool, default 5. - **Deduplication** โ€” same `(chain, walletAddress)` across multiple rankings merged into one row with `orderByMatches`. *** ### โšก Performance | Configuration | Wallet records | Time | Cost | |--------------|---------------|------|------| | 2 chains ร— 2 periods ร— 2 orderBys (default) | ~400-800 (with dedup) | <1 min | ~$0.02 | | 6 chains ร— 3 periods ร— 4 orderBys | ~6-9K | ~3-5 min | ~$0.10 | | 6 chains ร— 3 periods ร— 15 orderBys (max coverage) | ~10-15K | ~10 min | ~$0.30 | *** ### ๐Ÿ“… Recommended schedules - **Daily leaderboard refresh** โ€” once per day for stable snapshots. - **Live alpha feed** โ€” every 1-2 hours with `periods: ["1d"]`. - **Weekly export** โ€” once per week for research. *** ### โ“ 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 โ€” a leading indicator for upcoming launches. #### What is `dailyProfit7d`? A 7-element array of `{ date, profit }` showing daily realized profit for the wallet โ€” 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 โ€” 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) โ€” 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 โ€” 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 ร— 2 periods ร— 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 โ€” 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 โ€” 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. *** ### ๐Ÿ”— Related actors - **GMGN Wallet Portfolio & PnL Tracker** โ€” full holdings + PnL for any wallet. - **GMGN Smart Money Buy Signals** โ€” live feed of smart-money buys. - **GMGN Token Holders Intelligence** โ€” see which top wallets hold which tokens. - **GMGN Trending Memecoin Scanner** โ€” see what's heating up across chains. - **GMGN New Token Launch Detector** โ€” every new pair, every chain. - **GMGN Token Rugcheck & Deep Analytics** โ€” security + dev history per token. - **GMGN Crypto KOL Twitter & Telegram Signal Feed** โ€” KOL tweets / TG posts. *** ### ๐Ÿ†˜ Support Bug? Missing field? Want a new orderBy supported? Open an issue on the actor's Apify page. *** ### Changelog - **2026-05-20** โ€” 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.* # Actor input Schema ## `chains` (type: `array`): Which chains to scan for top traders. Each chain has its own leaderboard. Default scans Solana and BSC (highest activity). All six chains: sol, bsc, eth, base, tron, monad. ## `periods` (type: `array`): Lookback window for PnL ranking. '1d' = last 24h, '7d' = last week, '30d' = last month. Default scans 1d and 7d. ## `orderByList` (type: `array`): Sort the leaderboard by these metrics โ€” the actor runs one request per orderBy and merges the results. Higher = more results per run. 'pnl\_1d/7d/30d' = realized PnL multiplier. 'realized\_profit\_1d/7d/30d' = USD profit. 'winrate\_1d/7d/30d' = win rate (0-1). 'volume\_1d/7d/30d' = total USD volume. 'txs\_1d/7d/30d' = total transaction count. ## `direction` (type: `string`): Sort direction. desc = highest first (default, matches the source UI). asc = lowest first โ€” useful for hunting unfamiliar entries. ## `minPnl` (type: `number`): Drop wallets whose PnL multiplier (in the picked period) is below this. e.g. 1.5 = 50% gain. ## `minRealizedProfitUsd` (type: `integer`): Drop wallets whose realized profit (in the picked period) is below this USD amount. ## `minWinrate` (type: `number`): Drop wallets below this winrate (0-1). E.g. 0.5 = 50%. ## `minTxs` (type: `integer`): Drop wallets with fewer trades in the period โ€” filters out lucky one-shot wallets. ## `minVolumeUsd` (type: `integer`): Drop rows whose USD volume is below this threshold. Default 0 = no filter. ## `onlyWithTwitter` (type: `boolean`): Keep only wallets that have a Twitter / X handle linked. Useful for KOL / public-figure discovery. ## `tagFilter` (type: `array`): Keep only wallets carrying one of these GMGN tags. Common values: 'smart\_degen', 'renowned', 'fresh\_wallet', 'kol', 'exchange', 'fund', 'pump\_smart\_degen', 'sniper'. Leave empty to keep all. ## `deduplicate` (type: `boolean`): When ON, a wallet returned by multiple (chain, period, orderBy) calls is emitted once, with the merged metadata. When OFF, each combination produces a separate row (useful for studying which ranking surfaced a wallet). ## `useProxy` (type: `boolean`): Route requests through Apify Proxy. Strongly recommended ON โ€” residential proxy is the most reliable way to bypass Cloudflare rate limits. ## `proxyConfiguration` (type: `object`): Apify Proxy configuration. Residential proxy group is recommended for the highest success rate against Cloudflare. ## `maxConcurrency` (type: `integer`): Maximum number of API calls running in parallel. Higher = faster runs but more chance of hitting rate limits. 3-5 is safe. ## Actor input object example ```json { "chains": [ "sol", "bsc", "eth", "base", "tron", "monad" ], "periods": [ "1d", "7d", "30d" ], "orderByList": [ "pnl_7d", "realized_profit_7d", "volume_7d", "txs_7d", "winrate_7d" ], "direction": "desc", "minPnl": 0, "minRealizedProfitUsd": 0, "minWinrate": 0, "minTxs": 0, "minVolumeUsd": 0, "onlyWithTwitter": false, "tagFilter": [], "deduplicate": false, "useProxy": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] }, "maxConcurrency": 5 } ``` # Actor output Schema ## `walletAddress` (type: `string`): Wallet address ## `chain` (type: `string`): Blockchain slug ## `nickname` (type: `string`): User-set nickname on GMGN ## `name` (type: `string`): Display name (often from Twitter) ## `twitterUsername` (type: `string`): Linked Twitter handle ## `tags` (type: `string`): GMGN classification tags ## `lastActive` (type: `string`): ISO timestamp of last trade ## `balance` (type: `string`): Native chain balance ## `followCount` (type: `string`): GMGN follower count ## `pnl1d` (type: `string`): PnL multiplier in the last day ## `pnl7d` (type: `string`): PnL multiplier in the last week ## `pnl30d` (type: `string`): PnL multiplier in the last 30 days ## `realizedProfit1d` (type: `string`): Realized USD profit in 1d ## `realizedProfit7d` (type: `string`): Realized USD profit in 7d ## `realizedProfit30d` (type: `string`): Realized USD profit in 30d ## `winrate1d` (type: `string`): Win rate 0-1 in 1d ## `winrate7d` (type: `string`): Win rate 0-1 in 7d ## `winrate30d` (type: `string`): Win rate 0-1 in 30d ## `txs7d` (type: `string`): Transactions in 7d ## `volume7d` (type: `string`): USD volume in 7d ## `avgCost7d` (type: `string`): Average cost basis in 7d ## `avgHoldingPeriod7d` (type: `string`): Avg holding period seconds in 7d ## `pnlGt5x7d` (type: `string`): Tokens returning >5x in 7d ## `dailyProfit7d` (type: `string`): Array of {date, profit} for last 7 days ## `gmgnUrl` (type: `string`): GMGN wallet page ## `orderByMatches` (type: `string`): Which (period, orderBy) rankings surfaced this wallet ## `scrapedAt` (type: `string`): Scrape timestamp # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = {}; // Run the Actor and wait for it to finish const run = await client.actor("logiover/gmgn-smart-money-wallet-leaderboard").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = {} # Run the Actor and wait for it to finish run = client.actor("logiover/gmgn-smart-money-wallet-leaderboard").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{}' | apify call logiover/gmgn-smart-money-wallet-leaderboard --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=logiover/gmgn-smart-money-wallet-leaderboard", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "GMGN Smart Money Wallet Leaderboard โ€” Top Crypto Traders", "description": "Top crypto trader leaderboard from GMGN.ai across Solana, BSC, Ethereum, Base, Tron, Monad. Rank by 1d/7d/30d PnL, winrate, volume. 50+ fields per wallet: realized profit, winrate, txs, holding period, daily profit history, tags (smart_degen, KOL, fresh), Twitter, ENS.", "version": "1.0", "x-build-id": "OXuhWg8cUFAW18keV" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/logiover~gmgn-smart-money-wallet-leaderboard/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-logiover-gmgn-smart-money-wallet-leaderboard", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/logiover~gmgn-smart-money-wallet-leaderboard/runs": { "post": { "operationId": "runs-sync-logiover-gmgn-smart-money-wallet-leaderboard", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/logiover~gmgn-smart-money-wallet-leaderboard/run-sync": { "post": { "operationId": "run-sync-logiover-gmgn-smart-money-wallet-leaderboard", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "chains": { "title": "Chains", "uniqueItems": true, "type": "array", "description": "Which chains to scan for top traders. Each chain has its own leaderboard. Default scans Solana and BSC (highest activity). All six chains: sol, bsc, eth, base, tron, monad.", "items": { "type": "string", "enum": [ "sol", "bsc", "eth", "base", "tron", "monad" ], "enumTitles": [ "Solana", "BSC", "Ethereum", "Base", "Tron", "Monad" ] }, "default": [ "sol", "bsc", "eth", "base", "tron", "monad" ] }, "periods": { "title": "Lookback Periods", "uniqueItems": true, "type": "array", "description": "Lookback window for PnL ranking. '1d' = last 24h, '7d' = last week, '30d' = last month. Default scans 1d and 7d.", "items": { "type": "string", "enum": [ "1d", "7d", "30d" ], "enumTitles": [ "24 hours", "7 days", "30 days" ] }, "default": [ "1d", "7d", "30d" ] }, "orderByList": { "title": "Order By (multiple)", "uniqueItems": true, "type": "array", "description": "Sort the leaderboard by these metrics โ€” the actor runs one request per orderBy and merges the results. Higher = more results per run. 'pnl_1d/7d/30d' = realized PnL multiplier. 'realized_profit_1d/7d/30d' = USD profit. 'winrate_1d/7d/30d' = win rate (0-1). 'volume_1d/7d/30d' = total USD volume. 'txs_1d/7d/30d' = total transaction count.", "items": { "type": "string", "enum": [ "pnl_1d", "pnl_7d", "pnl_30d", "realized_profit_1d", "realized_profit_7d", "realized_profit_30d", "winrate_1d", "winrate_7d", "winrate_30d", "volume_1d", "volume_7d", "volume_30d", "txs_1d", "txs_7d", "txs_30d" ], "enumTitles": [ "PnL ร— (1d)", "PnL ร— (7d)", "PnL ร— (30d)", "Realized $ (1d)", "Realized $ (7d)", "Realized $ (30d)", "Winrate (1d)", "Winrate (7d)", "Winrate (30d)", "Volume (1d)", "Volume (7d)", "Volume (30d)", "Txs (1d)", "Txs (7d)", "Txs (30d)" ] }, "default": [ "pnl_7d", "realized_profit_7d", "volume_7d", "txs_7d", "winrate_7d" ] }, "direction": { "title": "Sort Direction", "enum": [ "desc", "asc" ], "type": "string", "description": "Sort direction. desc = highest first (default, matches the source UI). asc = lowest first โ€” useful for hunting unfamiliar entries.", "default": "desc" }, "minPnl": { "title": "Minimum PnL Multiplier", "type": "number", "description": "Drop wallets whose PnL multiplier (in the picked period) is below this. e.g. 1.5 = 50% gain.", "default": 0 }, "minRealizedProfitUsd": { "title": "Minimum Realized Profit (USD)", "minimum": 0, "type": "integer", "description": "Drop wallets whose realized profit (in the picked period) is below this USD amount.", "default": 0 }, "minWinrate": { "title": "Minimum Winrate (0-1)", "minimum": 0, "maximum": 1, "type": "number", "description": "Drop wallets below this winrate (0-1). E.g. 0.5 = 50%.", "default": 0 }, "minTxs": { "title": "Minimum Transactions", "minimum": 0, "type": "integer", "description": "Drop wallets with fewer trades in the period โ€” filters out lucky one-shot wallets.", "default": 0 }, "minVolumeUsd": { "title": "Minimum Volume (USD)", "minimum": 0, "type": "integer", "description": "Drop rows whose USD volume is below this threshold. Default 0 = no filter.", "default": 0 }, "onlyWithTwitter": { "title": "Only Wallets With Twitter", "type": "boolean", "description": "Keep only wallets that have a Twitter / X handle linked. Useful for KOL / public-figure discovery.", "default": false }, "tagFilter": { "title": "Tag Filter", "type": "array", "description": "Keep only wallets carrying one of these GMGN tags. Common values: 'smart_degen', 'renowned', 'fresh_wallet', 'kol', 'exchange', 'fund', 'pump_smart_degen', 'sniper'. Leave empty to keep all.", "default": [], "items": { "type": "string" } }, "deduplicate": { "title": "Deduplicate Wallets", "type": "boolean", "description": "When ON, a wallet returned by multiple (chain, period, orderBy) calls is emitted once, with the merged metadata. When OFF, each combination produces a separate row (useful for studying which ranking surfaced a wallet).", "default": false }, "useProxy": { "title": "Use Apify Proxy", "type": "boolean", "description": "Route requests through Apify Proxy. Strongly recommended ON โ€” residential proxy is the most reliable way to bypass Cloudflare rate limits.", "default": true }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Apify Proxy configuration. Residential proxy group is recommended for the highest success rate against Cloudflare.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }, "maxConcurrency": { "title": "Max Concurrent Requests", "minimum": 1, "maximum": 20, "type": "integer", "description": "Maximum number of API calls running in parallel. Higher = faster runs but more chance of hitting rate limits. 3-5 is safe.", "default": 5 } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```