Market Intelligence
How to Read a Market Forecast Range
A practical guide to base cases, upper and lower bounds, model confidence, and why those elements should be read together.
Forecast ranges are compact, but they carry several kinds of information at once. Reading them well means separating the model's central estimate from the uncertainty around it.
Start with the as of date
Every forecast is tied to the information available when it was generated. Check the as of date before comparing the estimate with current market conditions. New price action, filings, or macroeconomic events may change the context.
Read the base case and bounds together
The base case is the model's central estimate. The lower and upper bounds describe a wider set of plausible outcomes. A wide interval signals more dispersion in the estimate. A narrow interval may be more concentrated, but it is not a guarantee of accuracy.
Compare forecasts on consistent terms
Use the same horizon, generation date, and methodology when comparing companies. Mixing a short horizon estimate with a long horizon estimate can create a misleading ranking.
Look for evidence beyond the output
A forecast becomes more useful when it sits beside price history, company information, market context, and an explanation of how the model is evaluated. That evidence helps a researcher decide whether the estimate deserves further attention.