Blog
Data-driven articles about AMM liquidity and token launches. Every number in these posts was generated by running the Token Launch Simulator's math engine — no data was fabricated.
The Backwards Calculator: Start With Your Target Market Cap
Use reverse AMM math to work backwards from your target market cap to the exact budget you need. Real numbers from the simulator.
Ethereum vs Solana vs Base: Where Should You Launch?
Same $25K budget, three chains. The AMM math is identical — but the context changes everything.
How Much Liquidity Do You Actually Need? We Ran the Numbers
We ran the Token Launch Simulator at 5 budget levels to show exactly how liquidity affects slippage. Real AMM math, real numbers.
Simulating Your First 25 Trades: What to Expect After Launch
We ran Monte Carlo simulations with small, medium, and large participants on a $25K pool. The outcomes diverge dramatically.
The 70/30 Split: Is It Really Optimal?
We compared 60/40, 70/30, and 80/20 liquidity splits at $25K using real AMM math. The results reveal a surprising tradeoff.
What Happens When a Whale Buys 5% of Your Pool
We simulated whale trades at 1%, 2%, and 5% of liquidity across three budget levels. The impact is dramatic — and predictable.