PVP AI · THE STUDY

What our AI found

We trained AI models on 3,639 clone wars to learn what makes a clone win its war, and why rugs rug. The short answer: at migration, winners and rugs look almost the same. Here is what we learned, what is live in the bot today, and what we will only show once it proves itself in public.

Live now: the AI read on every call

Every call the bot posts now comes with an AI read: the facts our models weigh most, read live from our engine at the moment of the call, and a simple tag that counts the red flags. No percentage. Our study found that no AI percentage is accurate enough to show yet, so we show the facts it leans on instead and keep score in public.

AI read (beta): high rug risk, 2 red flags Red flag: Dev sold 2.8 SOL · Red flag: Dev: 12th launch Good sign: Holding 1.6x its migration MC · Holders 392 · 41% of the war's MC · Vol 5m 0.6x MC

Example of the block in a bot call, not a real one. The tag reads High rug risk with 2 red flags or more, 1 red flag with one, and No red flags with none. No red flags is not a safety check: 3 in 4 of our past calls lost half their value within an hour.

THE RED FLAGS IT LOOKS FOR

  • Dev sold. The dev already sold 0.5 SOL or more of this coin. 93% of those clones lost half their value within an hour
  • Crowded launch. 6 or more wallets bought in the creation slot. 92% lost half within an hour after migration
  • Serial dev. The dev's 5th launch or later. 3% made a clean x2, vs 11% for a dev's 1st launch
  • Dev with a past rug. One of the dev's earlier coins rugged. 76% lost half within an hour after migration, vs 62%
  • Back below migration. Market cap under 0.7x its market cap at migration. 8% made a clean x2, vs 20% when holding 1.5x or more
  • Fading. Market cap at 0.7x or less of 15 minutes before. 5% made a clean x2, vs 18% when up 1.5x or more

"Clean x2" = the coin doubled from that moment before it lost half. On our past calls that happened about 14 times in 100. The good signs it also shows (a dev's 1st launch, holding 1.5x its migration market cap, up 1.5x in 15 minutes) never cancel a red flag. The AI read never decides a call: the bot's safety checks do.

The AI read, live record

What the AI said at each call, frozen and never rewritten, next to what happened after. Every call is here, the misses too.

What the AI saidCallsHit x2 at some pointUnder half the call price nowRugged, dumped, bled out or K.O.Still running
High rug risk00 ·0 ·0 ·0
1 red flag00 ·0 ·0 ·0
No red flags00 ·0 ·0 ·0

No call with an AI read yet: the record starts with the next bot call.

Hit x2 = the highest market cap we trust since the call reached 2x the market cap at the call. Calls with a market cap we cannot trust are left out of the x2 and "under half" counts. A small sample says little: read the numbers as they grow. Info only, not financial advice.

3,639Clone wars studied, 8,458 decision moments
61%Of war winners lose half their value within an hour
12 of 12Calls skipped by the new filter were rugs, with no x2 lost

Data from our engine, Oct 22 to Nov 9, 2026 (UTC). Models learned on the days up to Nov 6 and were tested only on Nov 7 to Nov 9, days they had never seen. Info only, not financial advice.

Winners and rugs look almost the same

Speed, a burst of new wallets, a recycled X link, bundles, KOL wallets: these are the marks of an organized pump. An organized pump often migrates first, so it "wins" the war. Then it empties within the hour.

  • Clones where 40% or more of the wallets were brand new won their war 73% to 74% of the time. But 86% to 95% of those same clones lost half their value within an hour.
  • After migration, 64% of the clones still in the race lost at least half their value within an hour.
  • On our past bot calls, 74% lost at least half their value within an hour of the call, and 21% hit x2 within 6 hours.
  • Winning the war is not the same as going up. 61% of war winners lost more than half their value within an hour.

The one thing that really separates a winner from the other clones is migrating first and leading the market cap by a wide margin. What separates a rug from the rest is mostly speed and age: too fast and too young.

The signs, side by side

Measured on clones that were really in the race (half the curve filled, or migrated), not the hundreds of dead clones at the floor. "Rugged" here means it lost at least half its value within an hour, or our engine flagged it rugged or dumped. A sign is a tendency, never a rule.

RUG SIGNS

  • Too fast. Filled half its bonding curve in under 3 minutes. 67% rugged, vs 17% for clones that took over 30 minutes
  • Too young. Rugs were 7 minutes old (median) when we looked. The others were 36 minutes old. age is one of the two clearest rug signs
  • Recycled X link. The same tweet or profile pasted by at least one other clone. 66% to 68% rugged on the curve, vs 26% with a unique link or none
  • Burst of new wallets. 10 or more new buyers in 10 minutes. 59% to 73% rugged, vs 28% for the rest
  • Big dev purchase. The dev bought 2 SOL or more at launch. 68% rugged on the curve, vs 50% to 52%
  • KOL wallets inside. Known influencer wallets already in the coin. 62% to 71% rugged, vs 37% without them
  • Crowded launch. 6 or more wallets in the creation slot, seen after migration. 92% rugged
  • Dev with a past rug. The same dev already had a coin that rugged. 76% rugged after migration, vs 62%

WINNER SIGNS (AFTER MIGRATION)

  • Migrated first, far ahead. A market cap 5x the #2 or more. 75% won their war, vs 24% to 28% when not ahead of the #2
  • Many holders. 150 holders or more. 65% won, vs 36% under 50 holders
  • Its own buyers. Under 10% of its buyers also bought another clone of the same war. 62% won, vs 27% when 25% to 50% are shared
  • Little round-trip volume. Under 25% of the volume is wallets trading back and forth. 66% won, vs 45% above 50%
  • Moderate dev purchase. The dev bought between 0.5 and 2 SOL. 70% won, vs 43% to 48% at 2 SOL or more
  • Launched early. One of the first 3 clones of the war. 54% to 60% won, vs 45% for the 10th or later

Speed, fresh wallets and recycled links show up on both sides: an organized pump can win its war and still lose half its value within the hour. That is why no single sign is enough.

Why picking early is so hard

  • When the first clone of a war reaches half its bonding curve, 2 wars out of 3 will end with no winner at all.
  • In 64% of the wars that do end with a winner, that winner is not even born yet at that moment. It shows up about 8 minutes later (median).
  • After the first migration it gets easier: when the winner is already among the clones alive, it is almost always the migrated clone with the biggest market cap. Our AI did not beat that simple rule, so we did not ship it as a pick.

Live now: the anti-rug filter

Most single signs above also catch real winners, so on their own they cost more than they save. We tested every one of them, and every combination of two or three, on our real bot calls. One pair stood out.

The bot skips a migrated clone when its launch was bought by 6 or more wallets at creation AND its dev has already sold (0.5 SOL or more).

  • Backtest on 121 real bot calls: the filter would have skipped 12. All 12 were rugs. None of the calls that hit x2 or more was skipped, and no war winner either.
  • 8 of those 12 would not have been caught by any of our other safety checks.
  • On the study clones after migration, it skipped 48 of 921, and 98% of those lost half their value within an hour. It held day by day, Nov 6 to Nov 9.
  • It only applies after migration. When we do not know the launch wallets or the dev, the filter does not skip anything.

Signs we tested and did not use, because each one would have skipped big real winners: a dev with a past rug, a dev who sold (alone), half the curve in under 3 minutes, a recycled X link, a burst of new buyers, a dev purchase of 2 SOL or more, KOL wallets inside.

Coming next: a public AI score, once it earns it

We will not put an AI percentage next to a coin until it holds up in public. Today it does not, so it stays private:

  • Our first score, built on our early calls, did no better than a coin flip on the newer data (test score 0.44 to 0.50, where 0.5 is a coin flip). It is still recorded on every call, never shown.
  • A new "who wins the war" model did no better than the simple market cap rule, so it was not shipped.
  • A rug risk score did well in the study (0.78) but not on real calls (0.60 or lower). It is frozen on every call and logged so we can measure it live. It is never shown and never decides a call.

The next step is a better question: will this call hit x2 before it loses half? Our best model so far sorts a little (0.72 on days it never saw, 0.60 on real calls), but its top picks were too optimistic, so it shows no %. From Nov 9, 2026, a private "clean x2" score is frozen on every call next to the rug score, so its record starts now. We check it around Nov 20 and again in early December. A % only goes public if it holds up on at least 14 days it never saw and 300 calls, with each band within 5 points of what really happened. Until then you get the facts, not a number.

Read this first

  • These are results from a study on past data. They describe what happened, not what will happen.
  • The sample is still small: about 2.5 days of test data and a little over a hundred real calls. Numbers can move a lot.
  • The AI does not pick what gets called. The bot's safety checks do that, and no score can make a coin callable.
  • Info only, not financial advice. Never trade money you cannot afford to lose.