Market Lens / Private research
Research that
can say “not yet.”
A ticker-first futures research product designed to show completed-candle model context, directional probabilities, confidence, history, and measured outcomes together—without turning uncertainty into a sales claim.
01 / Current scope
Focused by design.
The active product is ticker-first. Screenshot and chart-description intake have been removed from the customer flow. Current model work remains private and is not a customer production forecast.
1M, 5M, 10M, 15M, 30M, and 1H completed-candle research choices.
The next one, three, or five completed candles in the selected timeframe.
02 / Accuracy contract
A number must earn its meaning.
Historical research supports continued development, but it is not current customer accuracy. Market Lens will not label a result “in line” until the public scorecard clears all three evidence gates.
Mature out-of-sample forecasts
A meaningful scorecard starts with a preregistered forward record—not a hand-picked backtest.
Calibration error percentage points
Displayed probabilities must be tested against what actually happened.
Points above the majority baseline
Accuracy must beat a locked naive comparison rather than merely look impressive in isolation.
03 / Product boundaries
What Market Lens is not.
Not financial advice
Market Lens is educational research. Model output can be delayed, incomplete, unavailable, or wrong.
Not a broker
No brokerage, exchange, wallet, order, position, balance, or trade-execution capability exists.
Not publicly available
The connected version is limited to authorized private evaluation. Public access has not opened.
Not a performance promise
Confidence is model probability, not a guarantee of direction, accuracy, or profit.