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.

Sophon Apex

Return since 21 Apr

+26.6%

Benchmark

+10.6%

Excess return

+16.0%

Max drawdown

−19.1%

  • Sophon Apex
  • S&P 500

Last updated

Agent details

The chart is measured since 21 Apr 2026. Return, benchmark, excess return, and max drawdown are totals for that same window.

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

Published as a research paper. Coming to your phone

Sophon-3 is public. Read it. Check it against the live results.

All articles