How a call gets made
Every token goes through three stages: Neurolith reads the market, reasons about it, then decides. Here's what happens at each step, using a real run on BRETT.
Reading the market
Neurolith finds every pool the token trades in and picks the chain with the deepest liquidity. Liquidity is added up across that chain's pools, so one thin pool can't make a token look safer than it is.
It works on Solana, Ethereum, Base, BNB Chain and Robinhood Chain, and detects the chain from the address.
$BRETT on Base, as Neurolith saw it
- Price
- $0.005964
- Market cap
- $59.11M
- Liquidity
- $2.62M
- Pools
- 30
- Volume 24h
- $30.81K
- Buys / sells 24h
- 148 / 212
- Change 1h
- -0.05%
- Change 6h
- +0.56%
- Change 24h
- +3.94%
Scoring the risks
A reasoning model reads those numbers and fills in the same scorecard for every token, so any two tokens can be compared on equal terms.
- Momentum-1 to 1
- Is the price being pushed up or sold down, across several windows.
- Liquidity risk0 to 1
- How hard it would be to sell without moving the price.
- Manipulation risk0 to 1
- Signs of wash trading, bundled buys or a setup for a rug.
- Red flagslist
- Specific problems, named in plain words.
The call and its odds
The last step is Laya, an open-source “System 1” decision model made by Convai Innovations. It doesn't write text: it weighs the market data and the scorecard, then gives a probability for buy, hold and sell and how sure it is, in under a tenth of a second. We're fine-tuning it on Neurolith's own record of calls.
- Buy
- 14%
- Hold
- 33%
- Sell
- 53%
Confidence 21%: the gap between the top two outcomes.
Checked against what happened
Every call is saved with the exact inputs it saw. Afterwards, the real price moves are added. Laya is trained and tested on that record, and a new version only goes live if it beats the old one on past calls.
Call
Saved with every input it saw.
+1 hour
Real price move recorded.
+6 hours
Recorded again.
+24 hours
Final outcome recorded.
Retrain
Laya is scored against what actually happened.
See it on a real token
Paste any memecoin contract address and get a call with the odds in seconds. Free to try, no wallet needed.