Kvants Studio (KvantsAI)

Kvants Studio takes a different path from headline-driven trading bots. Instead of reacting to news or sentiment, it puts an explicit quantitative model inside the agent. When you describe a thesis in natural language, the AI drafts the underlying signals, entry and exit logic, position sizing and stop-loss rules as a visible node graph, so every assumption can be read, edited and audited rather than hidden behind a black box.

The platform then tests that model seriously. A backtester built on NautilusTrader applies modeled fees, slippage, spreads and funding across 14 venues, and supports single-asset, multi-asset, parameter-sweep, walk-forward and crisis-period replay modes — including stressed regimes such as March 2020 and May 2022. More than 16 performance metrics are reported so users can judge whether an edge holds out of sample. Finished strategies can be paper traded on Alpaca paper accounts, simulated on live crypto markets, or exported to TradingView Pine Script v6 and a portable .kvants.json format.

Kvants is aimed at systematic traders, quant researchers, emerging fund managers and AI-native investors who want one workspace for stocks and crypto. It is free to start, and AI features are metered: you deposit KVAI, the platform's usage token, to fund AI credits, each request holds an estimate, settles on actual compute used and refunds the remainder. Holding or locking KVAI also sets a VIP tier that unlocks higher AI effort levels. Kvants Studio is a research and simulation tool; simulated results are hypothetical and are not a reliable indicator of future performance.