Walk-forward
Tested out-of-sample on data the model wasn’t trained on.
Founder’s Beta · June 2026 · 20–25 seats
Autonomous ML for NQ.
A three-layer ML alt-engine that executes NinjaTrader 8 trades autonomously on NQ: TLOB transformer + LiT microprice + DeltaLag rotation. Built by a working trader, validated on real funded-account data.
✓ Gated · hand-selected · 30-min screen-share before purchase
Validation
How Jupiter is validated.
Jupiter is evaluated with walk-forward, out-of-sample testing on simulated sessions, reported in full, including drawdown and losing days. We don’t publish P&L, win-rate, or profit-factor numbers: results are hypothetical and past performance never predicts future results. In your Founder’s Beta screen-share we walk through the methodology so you can judge it yourself and test on sim.
Sim-first
Evaluated on simulated sessions before any live use.
Drawdown-honest
Losing days and drawdown reported, never cherry-picked.
Hypothetical/simulated, not a live track record. Past performance is not indicative of future results. Trading futures involves substantial risk of loss.
Under the hood
Three layers, one decision.
TLOB transformer
A transformer trained on limit-order-book structure to read the shape of liquidity, not just price.
LiT microprice
A microprice signal that estimates fair value between bid and ask to time entries with less slippage.
DeltaLag rotation
A rotation layer that weights regimes using delta dynamics, keeping the engine adaptive across conditions.
By application only
Jupiter Founder’s Beta.
Opening to a hand-selected 20–25 customers in June 2026 at $699/mo. Each customer goes through a 30-minute screen-share intro before purchase. This is not a self-serve product. Public v1.0 launches at $399–$1,199/mo across three tiers.
Tell us your trading background and we’ll add you to the waitlist.
Email me about Jupiter →FAQ
Common questions.
Why is Jupiter gated instead of self-serve?
Autonomous execution is high-stakes. Every Founder’s Beta customer goes through a 30-minute screen-share so expectations, risk settings, and account fit are clear before anyone pays.
What does the validation actually represent?
A 31-day walk-forward shadow run on real funded-account market data, reported in full including drawdown and losing days. Past performance is not indicative of future results.
When can I get standard access?
Public v1.0 launches at $399–$1,199/mo across three tiers. Join the waitlist to hear first.
Not sure what Jupiter would actually be executing? We wrote up the exact structures — stacked imbalance, absorption, unfinished auction — and, more importantly, where each one is invalidated.
Placing the trade: how the setups are structured →