LATEST CLOSING PRICE 01
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A BETTER VIEW OF WHAT'S NEXT
Make sense of
the market ahead.
Explore data-driven price scenarios with transparent assumptions, risk ranges, and backtested model performance.
BUILT FOR THE CURIOUS,
NOT THE CERTAIN.
NOT THE CERTAIN.
ACTIVE ANALYSIS
FORECAST HORIZON
A
Apple Inc.
NASDAQ · DEMOAAPL · Example daily price series
MODEL MIDPOINT 02
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Projected at selected horizon
MODELLED CHANGE 03
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Median scenario vs latest close
80% MODEL RANGE 04
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10th–90th simulated percentiles
01 / PRICE OUTLOOK
Price trajectory · AAPL
Historical closeModel midpoint80% scenario band
How to read this chart
Solid lime line: observed daily closes (fictional in demo mode).
Dashed mint line: the model’s median estimate, not a promised future price.
Shaded band: the middle 80% of simulated paths, not a statistically validated confidence interval.
02 / OUTCOME DISTRIBUTION
Scenario analysis
Based on 640 simulated price paths over 30 trading sessions.
MODELED UPSIDE FREQUENCY—
10TH PERCENTILE
—Bear-side outcome 90TH PERCENTILE
—Bull-side outcomeAnnualised historical volatility—
Modelling approachDrift + Monte Carlo
These are scenario frequencies, not calibrated probabilities of future performance.
03 / MODEL VALIDATION
Reality check
A simple rolling historical test checks what this model would have forecast using only past information.
AVERAGE ABSOLUTE ERROR—10-session historical forecasts
DIRECTIONAL HIT RATE—Across past windows
Historical tests are limited, may be unrepresentative and do not establish future accuracy.
04 / UNDER THE HOOD
Know the assumptions.
No mysterious buy/sell score. Every forecast is generated from transparent price-based assumptions.
01
Measure recent returnsDaily log returns from the available closing-price history.
02
Temper the trendShort-term momentum is reduced by 80% to limit extrapolation.
03
Simulate uncertainty640 possible paths using recent volatility; display 10th–90th percentiles.
05 / YOUR WORKSPACE
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