Pretraining the first model on the trenches. A swarm of rats digs every https://t.co/yfrguver9Y launch, the Rat King learns, then trades its own calls on chain. No token yet.ratnet.networkJoined October 2026
Shipped 3 builds tonight.
1. The desk used to sell 70% at 2x and trail the rest. On the fast coins the rest gave it all back. $Gas went 5.1x, the desk took +64%.
Now it sells in steps: 40% at 1.5x, 30% at 2x, 20% at 3x, 10% at 5x.
Before it touched money, I ran both exits on the same 1,649 paper trades:
Steps: +22.8% a trade.
Old exit: +14.1%.
On the newest 30%: steps -0.4%, old exit -9.8%.
Gross, before costs. Paper keeps grading both.
2. Who is buying. Every wallet trading pumpfun now gets a real record, read from the chain: round trips, win rate, avg win vs loss. 7,800 wallets scanned in the first 5 minutes.
Wallets that keep buying the same coins within 3 seconds are one crew. One crew, one buyer. That idea comes from @matthewabides and his Queen.
3. A FOMO tap. The rats are learning FOMO's fingerprint on-chain so every FOMO trade can be read live.
None of the new signals move money until the paper record proves them.
What I'm building next:
1. More proven wallets. They show up in every strategy that pays.
2. Lower cost per trade. Every point saved goes to every strategy.
3. More runners in parallel. The edge is in the tail.
Every live trade is on chain.
RATNET update, the last 48 hours.
The Rat King graded 1.3M of its own price predictions out of sample. After costs, acting on them lost 6% a trade. So that model switched itself off.
Live money now only follows strategies that clear a luck test.
What we shipped, built on your work:
1. One score from 37 signals, each weighted by what it adds alone
2. Null runs: every strategy re-tested on shuffled data
3. Plateau test: an edge must hold one step away
4. Newest-days check: it must still pay on recent data alone
5. Three scores: will it migrate, will it pay, how big is the win
6. Early reads: launches scored at 2 minutes old, before any call
7. Fast lane: a fully proven strategy goes live small after 15 trades
Nothing has passed yet, but that is the point.
ratnet.network
@RohOnChain, your piece on combining weak signals is now running on pumpfun.
The Rat King merges 37 signals into one score, then tests it against shuffled data so luck can't pass as edge.
Curious what you'd add next.
Crawlnet pays holders for reading the crypto web.
RATNET will pay them for reading the trenches.
When $RAT launches: own a rat and it digs every pump fun launch. 40% of fees go to rat owners every 12 hours, on chain.
Open to every builder on Solana: the RATNET dataset.
344K pumpfun launches, each graded by the chain. Daily drops, free to download.
A public API for every call, score and outcome.
Building a bot, a dashboard or research on memecoins? Use it, and show us what you make.
RATNET runs on public infrastructure. Every step is checkable.
Every @Pumpfun launch, live via @shyft_hq gRPC.
Chain reads and trade landing on @Helius.
90 days of history from @Dune.
344K launches dug, 302K graded by the chain. Each hour's calls sealed on Solana first.
A CMU and EPFL study of 15.2M pumpfun coins: originals graduate at 9.2%, copycats at 0.86%.
A 10x gap, visible before anyone trades.
This week the Rat King learns to tell them apart, on top of the on-chain rules it already tests every hour.
Which signal would you add?
Yesterday the King called $FTR at minute 5. $28K market cap.
It ran to $6.9M. 246x from the call.
Same day: $Nihilism 138x. $STARMAN, $STREAM and $WAITIE all 20x+.
Spent today making sure the rats never sleep. Shipped 2 builds, they dig 24/7 now.
Next week is going to be fun.
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