A quant lab for normal people. Describe a trading idea in plain English; get a real backtest in seconds.
The curious-but-not-credentialed retail investor. The Reddit-quant who reads about RSI(2) on a Saturday and wants to know if it actually works. The Polymarket trader who wonders if there's a system behind their gut. The engineer who's tired of "experts" telling them the market is unknowable. They don't have Bloomberg. They don't have a hedge fund. They have an LLM API key and a hypothesis.
Make rigorous backtesting feel as accessible as autocomplete. Lower the bar from "you need to know Python and pandas" to "you need to be able to describe your idea." Keep the rigor · real OHLCV data, real trades simulated bar by bar, real metrics, real benchmark · so when something looks good, it's actually good (or at least, as good as a backtest can ever be).
product. This is a tool people use, not a campaign they read.
- Plain English is the interface. Every place we can replace JSON or math notation with a sentence, we should.
- Benchmark or it didn't happen. No backtest result ships without a buy-and-hold comparison. A 30% return means nothing if the market did 60%.
- Bring your own key, store nothing. Trust is the moat. We never see or save the user's API key, their prompts, or their results. Make this visible.
- The wild ideas are the feature. Polymarket is not an afterthought; it's a first-class market. Crypto, ETFs, single stocks · anything Yahoo or Polymarket has, we can backtest.
- Don't be Bloomberg. Don't be Robinhood. Not a $24K/seat terminal. Not a $0 game-ified casino. A thinking person's lab notebook.
Specific. Confident without being smug. A little wry. We respect what we're showing the user: this is real money math, but it can also be fun.
- Yes: "Your strategy turned $10,000 into $14,820 over 5 years. Buy-and-hold would have made $16,300. Tough day."
- Yes: "Polymarket markets are 0..1 probabilities · 0.30 means 30 cents on the dollar."
- No: "Unlock alpha with AI-powered trading strategies!"
- No: "Past performance does not guarantee future results."
- Bloomberg Terminal: dense, intimidating, gatekept
- Robinhood: gamified, dumbed-down, infantilizing
- TradingView (full product): kitchen-sink toolbar, every chart type ever
- AI-generated SaaS hero: gradient text, three feature cards, "AI-powered" everything
- Crypto-bro neon: black + neon green or pink, "to the moon"
An investor opens the site cold. Within 5 seconds they understand: what this is, who it's for, why it matters. Within 30 seconds they've typed an idea (or clicked an example) and seen real numbers. They walk away thinking "I'd try that with my own portfolio idea on Monday."