tokens scored HIGH (80+): rugged in 91% of cases.
tokens scored LOW (0–20): only 8% rugged.
backtest. 1,000 tokens. jan–apr 2026.
the score is not a guarantee. it's a probability. probabilities compound when you use them consistently.
https://t.co/kLM4vxQWkO
the 4 signals that predict most rugs:
dev wallet age → 28% of rug score
holder conc. → 24% of rug score
LP lock status → 20% of rug score
twitter age → 14% of rug score
72% of the model. three signals.
all public data. all on-chain. most people don't check. https://t.co/G5J0VvAYDW
ran CabalGPT on 1,000 https://t.co/fQ4q09Ll43 tokens before shipping it.
overall accuracy:
87%rug detection;
91%survivor prediction;
79%false positive rate;
13% all outcomes verified on-chain. jan–apr 2026.
not perfect. better than guessing. https://t.co/kLM4vxQWkO
this is what a full CabalGPT analysis looks like.
rug score. narrative. dev trust. scam probability. 24h survival.
plus entry MC, exit zones, position size, stop loss signal. 15 seconds. free. no login. drop a CA below and i'll post the full breakdown publicly.
https://t.co/G5J0VvAYDW
claimed the creator fee today.
goes back into the token.
buyback. on-chain. verifiable.
we do take some fees less than 30% to pay ourselves.
we take fees to compound the floor.
https://t.co/kLM4vxQWkO
every other rug tool stops at onchain. we also read the narrative.
tokens with description similarity above 40% to known rug copy → rugged in 94% of cases. even when dev wallet was clean.
even when LP was locked. the story is a signal. most tools miss it. NarrativeAgent. powered by OpenClaw. https://t.co/G5J0VvAYDW
the 4 signals that predict most rugs :
dev wallet age → 28% of rug score
holder conc. → 24% of rug score
LP lock status → 20% of rug score
twitter age → 14% of rug score
three signals.
72% of the model. all public data.
all checkable before you buy. most people don't check.
https://t.co/G5J0VvAYDW
one number from the backtest that should change how you ape: 91%.
that's the rug rate for tokens launched from a wallet under 7 days old. creating a fresh wallet takes 30 seconds. any serious dev has an established wallet.
check the dev wallet age. before anything else. https://t.co/G5J0VvAYDW does it automatically.
ran CabalGPT on 1,000 https://t.co/fQ4q09Ll43 tokens before shipping it.
overall accuracy: 87%
rug detection: 91%
survivor prediction: 79%
false positive rate: 13%
all outcomes verified on-chain. jan–apr 2026.
not perfect. better than guessing. https://t.co/kLM4vxQWkO