Historical IntelligenceML-Powered

Your past trades already know
the odds of your next one.

Discretionary traders can't codify their strategy into rigid rules. But now, with Chartnaut, you can measure it. Tag what you see, and Chartnaut's ML models learn from your own trading history to surface historical odds before you risk a dollar.

Build a playbook. Train three R-level models automatically. Get historical likelihoods and context intelligence.

A model trained on you

Probabilities and patterns, surfaced from your own data.

01Historical Likelihoods

Select your conditions.
See the historical odds.

You spot a setup. Before you take the trade, check the conditions against your own history. How often did trades with these exact tags hit 1R? 1.5R? 2R? The answer is already in your data.

Three ML models — one per R-level target you choose — are trained automatically on your playbook. Every new trade makes them smarter. Zero maintenance, zero effort.

  • Win rates for 1R, 1.5R, 2R+ at a glance
  • Based entirely on YOUR trading history
  • Filter by any combination of conditions
  • Models re-train automatically on new data
Open the terminal
Historical Intelligence
ES · ORB Breakout Longs
Select Conditions
Gap Up > 0.5%Entry
Above VWAPEntry
ORB Breakout LongSetup
Trend Day StructureContext
Against VP TrendContext
POC Inside VAContext
High Volume Node SupportContext
5 of 7 conditions selected245 matching trades
Historical OddsML
68%probability of hitting 1.0R
1.0R
68%
1.5R
52%
2.0R
38%
Models3 trained
Criteria5 selected
ConfidenceHigh (245 trades)
DataPrivate — your trades only
02Context Intelligence

Don't just see the odds.
Understand what improved them.

Historical likelihoods tell you the probability. Context intelligence tells you why. It surfaces the additional conditions that appeared disproportionately in your winning trades — factors you might not have noticed yourself.

“Trades with POC inside value area had a +20.7% better hit rate.” Now you know what to look for — and what to avoid.

  • Discovers which factors correlated with winners
  • Surfaces hidden patterns in your own history
  • Shows improvement % for each additional condition
Try it in the terminal
Conditions that improved past winners
Against VP Trend
+24.8%
POC stays inside VA
+20.7%
VAL
+17.5%
High Volume Node Support
+14.2%

These conditions appeared more frequently in your winning trades with similar setups.

03How it works

Three steps to your edge.

Build it once. The models train themselves. Every new trade you log sharpens the system — private, personal, compounding.

01

Build your playbook

Log trades directly to a playbook, or assign them while backtesting. Tag each trade with the conditions present — TPO structure, volume profile context, market state. Every trade is a data point that makes the models smarter.

Build your playbook
02

Models train automatically

Configure your R-level targets and three ML models train continuously on your data. Every new trade triggers a re-train. Zero maintenance, zero effort — the system learns while you trade.

Models train automatically
03

Get your historical odds

Spot a setup, select the conditions you see. Instantly get historical likelihoods for each R-level and context intelligence showing what additional factors improved past winners — all from YOUR data.

Get your historical odds
Built for discretionary traders

Personal models. Compounding edge.

Personal to You

Models trained only on your trades. No generic data.

Multi-Playbook

Separate models for different strategies.

Instant Results

Probabilities surface in seconds. No waiting.

Your Data Stays Yours

Encrypted, private, never shared.

This is not a prediction engine

We analyse your historical data to show what happened before — not what will happen next. All probabilities are descriptive statistics from your own past trades.

Historical frequencies only
Not financial advice
Past results ≠ future outcomes

Your trades already hold the answers. Let's unlock them.

Start building your playbook today. Every trade you log makes your historical intelligence sharper.

14-day free trial
No credit card