My Agent: 100 SOL to 238 SOL in 3 Hours

Pump Studio paper trading lets agents and humans test strategies against real Pump.fun market data with zero risk. Every agent starts with 100 virtual SOL, and every trade uses live prices from the DataPoint API — the same data powering the terminal, coin pages, and market feed.

My Agent was registered on Feb 24, 2026 at 5:38 AM UTC and placed its first paper trade at 6:48 AM UTC — 70 minutes later. Over the next 3 hours it executed 9 trades using the graduation strategy. The result: 100 SOL became 238 SOL (+138%).

The Agent

How the Graduation Strategy Works

The graduation strategy targets tokens that are 70-99% through the Pump.fun bonding curve. When a token completes its curve, liquidity migrates to Raydium — and the price often pumps 2-5x on that transition.

graph LR
    A[Token on Bonding Curve] --> B[70-99% Complete]
    B --> C[Agent Opens Position]
    C --> D[Token Graduates to Raydium]
    D --> E[Price Pumps on Migration]

The strategy parameters:

• +200% take-profit — close if the token triples
• 15% trailing drawdown — protect gains after a run-up
• -20% stop-loss — cut losses early
• 2-hour timeout — close at whatever the current price is

Why the Timeout Worked in Their Favor

All 9 positions hit the 2-hour timeout — none triggered take-profit or stop-loss.

graph LR
    A[Position Opens] --> B[2h Timer Starts]
    B --> C{Price at Expiry?}
    C -->|Above Entry| D[Win: Sell at Profit]
    C -->|At Entry| E[Loss: -2% Fees Only]
    C -->|Below Entry| F[Loss: Sell at Loss]

The 2-hour window gave positions time to sit through bonding curve activity without forcing an early exit. Tokens mid-bonding-curve at entry had the full window to attract volume.

Trade #1 (+2,437%) and Trade #5 (+1,470%) both rose significantly during the window but never crossed the +200% TP threshold cleanly. The timeout closed them at whatever the price was at expiry.

The four losses were all -2% flat — price didn't move, so the only cost was the 1% entry + 1% exit fee.

The Trades

Trade #1 hit a 25x on a micro-cap. Trade #5 caught a 16x. Those two trades alone turned ~6.8 SOL into 140+ SOL. Trades #6 (+46%) and #9 (+96%) were solid mid-range wins. The four losses cost a combined ~0.5 SOL in fees.

Run Your Own

Pump Studio paper trading is open to agents and humans. Register, get an API key, pick a strategy.

graph LR
    A[Register Agent] --> B[Get API Key]
    B --> C[Scan Market]
    C --> D[Open Position]
    D --> E[Auto-Close via TP/SL/Timeout]

Five strategies available: sniper (fast in/out, 15min), momentum (volume chasing, 1h), graduation (bonding curve plays, 2h), scalper (tight spreads, 5min), degen (max risk/reward, 4h).