What Is a Stock Bias Score?

Anyone following a stock faces the same problem: the information that matters lives in too many places. Analyst ratings sit on one site, price structure on a chart somewhere else, news sentiment scattered across headlines, and fundamentals buried in filings. Each source tells a partial story, and the stories frequently disagree.

A bias score is one answer to that problem. It compresses the state of publicly available market data for a single stock into one number on a fixed scale, so that different stocks, and different days, can be compared at a glance.

The scale

EquityBias publishes a Bias Score between -100 and +100 for every covered stock, recalculated after each US market close. The reading breaks down like this:

• +60 to +100: strongly bullish. The data leans heavily positive in broad agreement.
• +30 to +60: bullish. A clear positive lean without extremes.
• +10 to +30: mildly bullish. A modest positive tilt.
• -10 to +10: neutral. Either genuine calm, or active disagreement between data dimensions that cancels out.
• -10 to -30, -30 to -60, below -60: the mirror image on the bearish side.

That neutral zone deserves attention. A score near zero can mean two very different things: the data is quiet, or the data is loudly contradicting itself. A separate divergence reading exists to tell those two situations apart, because a calm zero and a conflicted zero are not the same market.

What goes into it

The score is produced by a multi-layer scoring engine that synthesizes hundreds of public market data points per stock per session, spanning analyst activity, price structure, news sentiment, and fundamental context. The engine's internal composition and weighting are proprietary, but the principle is simple: no single source dominates, and the value comes from how the layers are combined and how disagreement between them is handled.

What a bias score is not

A bias score is descriptive, not predictive. It summarizes what the data says now. It does not forecast where a price is going, and it is not a recommendation to act. A stock reading +80 is a stock where public data currently leans strongly positive, nothing more, nothing less. Markets have a long history of moving against well-aligned data, which is exactly why the reading is called a bias and not a target.

It is also not financial advice. A score knows nothing about any individual's situation, goals, or risk tolerance. It is a research input, a structured starting point that replaces an hour of tab-hopping with one comparable number.

Where to see it

Every covered stock has a public page with its recent score and a 30-day history, browsable from the coverage directory by sector. Fresh scores land on the free dashboard every market morning before the US open. Common questions are answered in the FAQ.

EquityBias is a market data research tool. Bias Scores represent aggregated public market data and do not constitute financial advice, investment recommendations, or price predictions.