Benchmark

Every 10 minutes a baseline agent buys the 5 hottest pumpfun coins on the market list it hasn't bought yet. That's what a trend-following agent does. CHECKPOINT judges each buy at that moment, with default rules only. Then we read the price again 1 hour and 3 hours later. A buy is bad when the coin is worth half or less of what the agent paid. No real money moves.

Method, and what this doesn't show

• Paper buys at Jupiter's price at that moment. Real buys pay fees and slippage, so real results are a little worse on every side.
• Judged with default rules and no owner words, so only the coin and holder checks are in play. Owners' own limits are on the Try it page.
• "Bad" is one line in the sand (half the value, gone in an hour). Coins that bleed slowly or pump after 3 hours aren't counted either way.
• Thresholds were set by hand before this run. Same rules for every buy, recorded at the moment of the buy, never changed after the fact.
• The list updates every 10 minutes while the collector runs. Everything below is live, including the misses.