A live quant desk on Solana.
Systematic strategies, transparent execution, real PnL.
Hold $KALMAN, earn $BRK.Bx
9TPDSL2gJhMgnzQGfbfJBZnQzmiK6fMGhmK55NZZSQSL
Kalman Fund is live.
Berkshire Hathaway built one of the greatest investment machines in history through disciplined capital allocation.
We’re building the onchain version for the next generation.
Kalman is a quantitative trading desk built around systematic strategies, transparent performance and 24/7 markets.
Under the hood we’ve already built our own quant core:
• Custom event-driven backtesting engine
• Real market-data pipeline
• Grid + DCA systems
• Momentum strategies
• Kalman Filter statistical arbitrage
• Explicit fee, slippage and execution modelling
• Onchain-first infrastructure built for Solana
The goal is simple:
Build an onchain quant fund capable of competing with Berkshire Hathaway over the long term.
And we’re tying that competition directly into the token.
$KALMAN launches on @StonkFun_sol paired against tokenised Berkshire Hathaway stock.
Hold $KALMAN → earn Berkshire Hathaway stock rewards.
Berkshire represents the old model of compounding capital.
Kalman is our attempt to build the new one.
Onchain. Quantitative. Transparent. Always running.
$KALMAN
CA:
9TPDSL2gJhMgnzQGfbfJBZnQzmiK6fMGhmK55NZZSQSL
Berkshire compounded capital through disciplined allocation for decades.
Kalman is taking that idea onchain: systematic strategies, transparent execution, programmable capital and $BRK.Bx rewards for $KALMAN holders.
Different era.
Same obsession with compounding.
DCA, Grid and Momentum are only the start.
Visual strategy building, more markets, perps, new signal blocks and live user execution are where Kalman is heading.
The goal is a full quantitative trading desk anyone can operate.
You shouldn’t need Python, a Bloomberg terminal or a quant team to test systematic strategies.
Kalman turns institutional-style trading logic into something anyone can configure, backtest and eventually deploy onchain.
Our stat-arb engine doesn’t use a fixed hedge ratio.
The Kalman filter updates the relationship between assets as new prices arrive, measuring when the spread moves unusually far from equilibrium and when it normalizes.
$KALMAN holders don’t just hold the token. They earn tokenized Berkshire Hathaway $BRK.Bx.
We’re building an onchain quant fund designed to compete with Berkshire while holders accumulate exposure to the benchmark itself.
Today you can build and backtest your own Kalman bot.
Next:
Deploy that same strategy against your own capital and let it execute automatically.
From quant research tool → personal onchain trading desk.
Most strategy builders show you what a config could do.
Kalman shows you what it actually would have done.
180 days of 1-minute data.
Fees included. Slippage included. No cherry-picked demo curves.
Build a bot in minutes.
Connect Phantom → choose DCA, Grid or Momentum → set parameters → choose capital → run a real backtest.
You get the equity curve, drawdown, trade count and win rate before risking a dollar.
Kalman isn’t just a dashboard with trading rules bolted on. Under the hood:
Kalman filtering, Engle-Granger cointegration, OU mean reversion, volatility targeting and event-driven execution.
The maths drives the trade. The UI just makes it usable.
You can now build your own quant bot on Kalman.
Sign in with your Solana wallet, choose DCA, Grid or Momentum, set your parameters and capital, then backtest that exact configuration against 180 days of 1-minute market data with fees and slippage included.
You’ll get the equity curve, max drawdown, trade count and win rate from the same engine powering Kalman’s own published strategies.
Live execution with your own capital is ready. Every bot clearly shows the remaining conditions before it can go live.
Only possible through $KALMAN
Build yours: https://t.co/sr0vrW5JN9
13.57 Berkshire Hathaway tokens have now been paid out to $KALMAN holders.
That’s 5,066 payouts equalling $6,887 already.
Hold $KALMAN. Earn $BRK.Bx.
The onchain quant fund is already rewarding its holders with the benchmark we’re building to compete against.
Soon, Kalman won’t just be a quant desk you watch.
You’ll be able to deploy our strategies yourself, allocate your own capital, set your parameters and let the system execute.
Same infrastructure. Same systematic approach. Your capital, your strategy instance.
The quant desk is becoming a platform.
Powered by $KALMAN
Berkshire Hathaway built a compounding machine for the old financial system.
Kalman is building one for the onchain economy. Systematic quant strategies. Live execution. Transparent PnL.
And while $KALMAN competes with Berkshire, holders earn tokenized Berkshire Hathaway $BRK.Bx.
Beat the benchmark. Earn the benchmark.
Every pair our stat-arb engine is allowed to trade is listed publicly with the tests it had to pass: cointegration p-value, ADF statistic, half-life of mean reversion, and the z-score at screen time.
The pairs that failed the screen are listed too, with the reason.
If you know what a half-life of mean reversion should look like, you can judge whether our filter is sensible in about ninety seconds — without taking a single sentence of our copy on faith.
If you don't, the methodology page explains the arithmetic
Powered by $KALMAN
Why pair against @berkshirehathaway the brainchild of @WarrenBuffett ?
Because it's the least flattering benchmark available.
Berkshire is a fund that has compounded for sixty years by being boring on purpose.
Pairing against it means every chart of our token is denominated in the most patient capital allocator in market history.
If we're bad, that comparison says so immediately and permanently.
That's the point.
Plus our holders at $KALMAN also earn solana:Xs6B6zawENwAbWVi7w92rjazLuAr5Az59qgWKcNb45x
This is the power of @StonkFun_sol
Berkshire Hathaway built one of the most successful capital allocation machines in history.
We’re building the onchain version.
$KALMAN is a live quantitative fund on Solana, deploying systematic strategies across crypto markets with transparent positions, execution and PnL.
But there’s another layer to the model.
$KALMAN holders earn Berkshire Hathaway exposure.
Every activity of $KALMAN contributes to the StonkFun reward mechanism, with rewards distributed to eligible holders in tokenized Berkshire Hathaway Class B stock, solana:Xs6B6zawENwAbWVi7w92rjazLuAr5Az59qgWKcNb45x .
So while Kalman competes to generate returns through quantitative strategies, holders simultaneously accumulate exposure to the company we’re aiming to compete with.
Hold $KALMAN.
Earn solana:Xs6B6zawENwAbWVi7w92rjazLuAr5Az59qgWKcNb45x .
Watch the quant desk work onchain.
Berkshire built the benchmark.
Kalman is coming for it onchain.