Hedge funds use AIto beat the market.Soon you can too.
Sophon-3.1 is our latest AI model for investing. It powers agents that build and manage portfolios for you. They already trade real money at a real broker, with a public track record ahead of their benchmarks since launch.
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Transparency isn't a promise, it's the product
We currently have 4 agents trading live on Alpaca.markets with real founder money. Below is Sophon Pillar, trading exclusively in the Nasdaq-100.
Live return [1]
+27.4%
Benchmark [1]
+17.4%
Excess return [1]
+10.0%
- Sophon Pillar
- Nasdaq-100
Last updated
1. The metrics are measured since live deployment of the agent. 21 Apr 2026
Research paper
Sophon-3: Continual-Learning Deep Models for Non-Stationary Financial Markets
Why markets demand AI that keeps adapting. Sophon-3 turns continually learning models into a live, tradable portfolio.
Read the paper