Learn · three steps

Learn QuantGPT in three steps

Three steps, in the order you use QuantGPT: backtest and arm, connect and deploy, futuretest and simulate. Every playable lesson runs without signing in. Lessons 1 to 3 chart real market data and every number in them is computed. The world events lessons read every number from that page's public record. Lesson 7 draws the model as a schematic with no figures; the only numbers in it are lesson 2's.

1. 1

   Step 1 Backtest and arm

   Run a backtest, read it without fooling yourself, and arm your AI with our data.

   Lesson 1 · Open to anyone · 2 minutes

   Arm your AI

   Your AI has nothing to trade on. Plug our data into it and ask the same question again.

   Play ▸ Lesson 2 · Open to anyone · 3 minutes

   Become a quant

   The S&P 500 since 2000, one old trick, and the first rule you will ever read: own it above the 200-day, sit in T-bills below.

   Play ▸ Lesson 3 · Open to anyone · 3 minutes

   The backtester

   You drive: run the rule, tune it twice by hand, then let the robot grind three hundred versions and read the scoreboard.

   Play ▸ University · S4 · QuantGPT

   Read a result without fooling yourself

   Trading costs, years the rule never saw, and the finding every strategy backtest gets.

   Open in University ▸
2. 2

   Step 2 Connect and deploy

   Your own code at your own broker, with a 30-day paper window if you want it. QuantGPT Cloud is on QuantGPT Pro.

   University · G5 · QuantGPT Pro

   QuantGPT in your own code

   Issue a key, make one call over MCP from your own AI or code, and see the limits your plan carries.

   Open in University ▸ University · G3 · QuantGPT Pro

   QuantGPT Cloud, on QuantGPT Pro

   What it does and what it never does: your own code, your own Alpaca account, your keys, a 30-day paper window you may use or skip. We never decide a trade.

   Open in University ▸
3. 3

   Step 3 Futuretest and simulate

   Read what markets did after past events, run your book through them, and write rules that watch the feed for you.

   Lesson 4 · QuantGPT $49 · five beats

   World events

   One war onset against every one on record: the S&P 500 after it, the sign test, and the ripple in four rings from its country to the rest of the world.

   Play ▸ Lesson 6 · QuantGPT Pro $149 · six beats

   Event rules and your signals

   Tariffs announced, the feed picks it up, your rule fires: a rule, its backtest from the next close, the guard on your book, and the signal your AI reads. On QuantGPT Pro, your own code on QuantGPT Cloud can read it too.

   Play ▸ University · G4 · QuantGPT Pro

   A book, not a bet

   Ten holdings can still be one bet. Count the real bets in a book, see what correlation does to them, and read your own.

   Open in University ▸

4. Business A bonus lesson for teams

   The team board with seats for your team, limits built for your volume, data rights under a separate data license, and a direct line.

   Lesson 7 · Business · eight beats

   Team and the model

   Pin a backtest where three seats read the same numbers, then see how a company's filed statements become a discounted cash flow (drawn as a schematic, no figures) and a spreadsheet your partners can argue with.

   Play ▸

Gross returns, no trading costs. Tuned on history and labeled as such. Not investment advice.