About
A trading technology company built on modern machine learning.
PerpML specializes in algorithmic trading. Combining low-latency technology and cutting-edge algorithms, we provide liquidity across both DeFi and CeFi venues.
What we do
PerpML is a trading technology company focused on algorithmic trading. We build and run our own trading systems, and modern machine-learning models sit at their core: they forecast short-term price moves, funding rates and inventory risk, and set the prices we quote.
Our low-latency infrastructure connects those models to every venue we trade on. That lets us quote firm prices on each one and manage risk across all of them at once.
In CeFi, we provide liquidity on 20+ centralized exchanges and trade directly with institutions over the counter. In DeFi, we supply liquidity to automated market makers and fill orders on intent-based protocols across major chains.
For our counterparties the result is firm prices, meaningful size and spreads that hold up when markets move.
Principal risk, own capital
We trade only our own money. We hold no client funds and run no lending book.
Research first
Every model starts as a hypothesis and goes live only after it holds up on data it has never seen.
Transparent execution
Every fill comes with a post-trade report: price versus mid, venue mix and market impact.
Work with us.
Trade with our desk, or join the team that builds the models.