Top Traders API rank wallets by volume, PnL & win-rate across DEXs
Skip reconstructing trader PnL from raw swaps and balance diffs. We've already decoded every DEX trade across 40+ chains and Solana — so per-token leaderboards, realized PnL, win-rate and trade counts for any wallet are one GraphQL query away.
query { EVM(network: eth) { DEXTradeByTokens( orderBy: {descendingByField: "volume"} where: {Trade: {Currency: {Symbol: {is: "PEPE"}}}} ) { Trader: Transaction { From } volume: sum(of: Trade_Side_AmountInUSD) } } }
Ranking traders yourself means rebuilding the whole trade ledger.
To know which wallets are winning, you'd index every DEX, pair each buy with its sell, price both legs in USD and aggregate per wallet — across chains, forever. We already decoded every swap and priced it on-chain, so a leaderboard, PnL or win-rate is a single aggregation query.
Four ways to get trader data — one schema underneath.
Design your leaderboard query once in GraphQL, then read the exact same fields as GraphQL streams, Kafka, gRPC or a bulk cloud export. Pick the channel that fits your latency and volume — no second pipeline.
Every ranking signal, computed from on-chain trades.
A single DEXTradeByTokens query, grouped by wallet, returns the full set of trader metrics — rank by any of them, filter by token, chain or time, and read it all in one response.
Every trader dataset, one GraphQL endpoint.
From a per-token leaderboard to realized PnL and smart-money screens, the full trader surface is one endpoint — no node, no custom indexer. Each dataset is historical and refreshes in real time as new trades land.
Top by Volume
Rank every wallet for a token by realized USD volume — the leaderboard behind explorers and screeners.
Read the docs →PnLRealized PnL
Compute per-wallet profit and loss from bought vs. sold volume in USD — no off-chain reconstruction.
Read the docs →LeaderboardsToken Top Traders
Per-token leaderboards with trade count and volume — drop straight into a token detail page.
Read the docs →WalletsTrader Activity
One wallet's full footprint per token — volume, trade count and first / last trade for profiling.
Read the docs →Smart moneySmart Money Tracker
Surface consistently profitable wallets across many tokens by win-rate and net PnL.
Read the docs →SolanaSolana Top Traders
Rank Solana wallets by volume on Raydium, Orca, Meteora and Jupiter from the same schema.
Read the docs →The trader products people ship on us.
Each one is a filter on the same indexed trade data — query GraphQL for leaderboards, or subscribe over Kafka and gRPC for bots.
Token top-trader leaderboard
Rank every wallet on a token by realized USD volume and trade count — the table behind a token detail page or screener.
orderBy: { descendingByField: "volume" }
}
Copy-trading bot
Pick the top wallets, then subscribe to their swaps the moment they trade — mirror their entries with sub-100ms latency.
where: { Transaction: { From: "<wallet>" } }
Smart-money tracker
Surface wallets that are consistently profitable across many tokens by win-rate and net PnL — your early-signal watchlist.
bought: sum # buy USD
sold: sum # sell USD → PnL
What teams say about our data
"We did a thorough search of the market for the best onchain data. Bitquery came out on top — and now powers all live prices across Nansen. We don't think of them as a vendor. They're a partner."
Bitquery does the hard work of parsing blockchain transaction data into a usable form so that we don't have to. We use their interface to diagnose issues with complex transactions and their analytics as a starting point for our own.
They proved they had the technology to deliver sophisticated data solutions. We extended our support through the Binance X fellowship — building an open-source library of visualization widgets on their blockchain data.
The complex raw data is available at different levels of detail and from different viewpoints — whether we need simple aggregated transfers or parameters for failed contract calls. The support is responsive, friendly and quick.
Partnering with Bitquery has been highly cost-effective — leveraging their established infrastructure rather than building our own let us rapidly expand our blockchain support and reach a much broader segment of on-chain users.
Bitquery's products are very intuitive and easy to use. We currently use their products to obtain DEX-related trading and liquidity information, which saves us the manpower and tedious technical details required to develop our own system. Their excellent technical team deserves special praise; they provide near-24/7 support and resolve issues quickly. I greatly appreciate their products and work ethic.
Bitquery provides the infrastructure we rely on every day. Fast, reliable, and comprehensive across the chains that matter to our business.
Start free. Scale when you ship.
Query every blockchain on every plan — no chain is paywalled. Move to commercial when you need volume, SLAs and bulk datashares.
- All blockchains, all plans
- 10 requests / minute
- 2 streams for testing
- GraphQL IDE access
- Scalable calls, no throttling
- SQL, Cloud, Kafka & more
- 24/7 engineering access
- Dedicated onboarding & SLA
- Snowflake, BigQuery, S3, Azure
- No setup or infrastructure
- Structured for AI agents & MCP
- Audit data for custodians
Top-trader data questions, answered.
How do I find the top traders for a token?
How is realized PnL calculated?
Can I rank by volume, PnL and trade count?
Do you support Solana top traders?
Can I build a copy-trading bot on this?
What's the difference between this and the DEX Trades API?
Ship your trader leaderboard this week.
Free API key, every DEX decoded, no node to run. Rank wallets by volume and compute realized PnL in your first call.