Pump.fun Graduated Tokens Dataset — Solana Memecoin Backtesting Data

Get a clean, one-row-per-token dataset of pump.fun tokens that graduated (completed the bonding curve and migrated to PumpSwap) on Solana. Every run combines:

• Historical corpus — 11,092 graduated pump.fun tokens (graduations from 29 Jul 2026 to 25 Sep 2026), bundled with the actor, so results come back in seconds.
• Live new graduations: recently graduated coins pulled at run time from pump.fun's public API, with graduation time looked up on public Solana RPC, so the data stays current.

Use it for memecoin backtesting, graduation-rate research, time-to-graduate analysis, post-migration price-path studies, dashboards, and training data for Solana token analytics.

What you get per token

Field	Meaning
mint, name, symbol, creator	Token identity and public creator wallet
launchTime	Creation time reported by pump.fun (UTC)
graduationTime	Block time of the migration transaction (UTC)
timeToGraduateSec	Seconds from launch to graduation (0 means created and migrated in the same second, i.e. a bundled launch)
migrationSignature	Solana transaction signature you can verify on any explorer
pumpSwapPool, quoteMint, program	Post-graduation pool and quote asset
mcapAtGraduationUsd	USD market cap at graduation
mcapT5mUsd, mcapT1hUsd, mcapT24hUsd	USD market cap 5 min, 1 h and 24 h after graduation
maxMcapFirst1hUsd, maxMcapFirst24hUsd	Peak market cap in that window (only filled when candle coverage is complete)
athMarketCapUsd, athTime	All-time-high market cap reported by pump.fun
twitter, telegram, website, nsfw	Public token metadata links and flags
snapshotMarketCapUsd, lastTradeTime, candleCount, dataSource	Collection context

No invented numbers. Market caps come from 1-minute (or 5-minute) OHLCV candle closes × the 1B pump.fun supply. If the source has no candle near a checkpoint, the field is null; we never estimate it. In the historical corpus, coverage is: t+5m on 5,866 tokens, t+1h on 3,384, t+24h on 1,364. Live tokens usually have no t+24h yet.

Filters (input)

• Data source: live + historical (default), historical only, or live only
• Graduation date range: startDate / endDate (UTC)
• Mint addresses: look up specific tokens
• Min ATH market cap (USD) and min market cap at graduation (USD)
• Only tokens with a price path, include NSFW, oldest first
• Max live tokens, max results, and an optional Solana RPC URL of your own

Example input:

{ "mode": "historical", "startDate": "2026-09-01", "endDate": "2026-09-25", "minAthMarketCapUsd": 100000, "onlyWithPricePath": true, "maxResults": 500 }

Pricing

Pay per event: you're charged per token record returned (token event). Use maxResults to cap what you spend.

Data sources and scope

All data is public: pump.fun's public coin listing and candle endpoints, and Solana mainnet transactions. The actor holds no wallet keys and makes no trades. Live graduation time is the block time of the newest successful bonding-curve transaction (the migration), labeled in graduationTimeMethod. pump.fun's public listing only goes back about a day, so for older tokens use the historical corpus.

FAQ

Is this the full pump.fun history? No. It covers the graduations in the bundled window plus whatever live graduations the public API lists at run time.

Why are some price fields null? The source had no candle data near that checkpoint. We leave the field empty rather than guess.

Can I export to CSV/Excel? Yes. Apify datasets export to CSV, JSON, Excel, and more, and you can also pull them over the API.

Disclaimer

This dataset is for research and educational purposes only. It is not financial advice. Memecoins are extremely volatile and many go to zero. Past price paths say nothing about future results. Not affiliated with pump.fun.

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