The record, audited live.

Every row below was committed to disk before the outcome existed — timestamped, unedited, misses included. This page regenerates straight from that ledger. Nothing here is chosen after the fact.

79,652calls committed
79,652resolved & scored
44days of data
2.0hmedian time to verdict

The finding that matters: hype is a bad sign

Each launch gets a notability rank at birth — how many separate wallets minted the same name in one burst. Rank it against what actually happened next and a clean inverse pattern appears: the louder the swarm, the less often the coin graduated off pump.fun’s bonding curve.

Notability bandSwarms watchedGraduatedRate
0–2037,6403.15%1,185
20–3528,9781.49%431
35–5510,4361.43%149
55–702,5580.98%25
70–100400.00%0

Reading it plainly: a quiet swarm graduated roughly 3.1% of the time; the loudest ones under 1.0%. Attention is not adoption — across 79,652 resolved cases, hype anti-predicted success. That is the usable signal, and it is the opposite of what feed algorithms want you to believe.

The honest scoreboard

Base rate: 94.55% of all watched swarms graduated at all. Predicting “no” every single time scores 2.2% — which is why we refuse to advertise a raw accuracy number: on data like this it is a vanity stat. The binary calls are printed anyway (75,314 graduated vs 4,338 dead) and the calibration table above is the real instrument. Matthews correlation of the raw call: -0.76 (negative = the naive reading of the call runs counter to outcomes; the notability gradient is where the value lives).

Method, in short

A watcher records pump.fun name-swarms as they mint. At commit time the algorithm knows only: swarm size, wallet history, name triggers, and the linked account — never the outcome. Resolution is mechanical (bonding-curve completion read from chain state) about 2.0 hours later, median. Both steps are timestamped; nothing is edited afterward; misses stay public. Sample window: 43.6 days, 79,652 commits, 0 still resolving.

Run a live rug check → Connect the AI guard →

Not financial advice. Most tokens go nowhere regardless of any signal; assume you can lose everything you put in. Page auto-regenerates from the ledger — last build 2026-09-26 04:05 UTC.