Market Sentiment & Institutional Research
Analyst ratings are research opinions whose definitions differ between firms. Read the report’s benchmark, time horizon and rating scale before comparing recommendations. A consensus aggregates a provider’s eligible observations; it is neither every analyst’s view nor a guarantee that a target will be reached.
Explore AI Stock PickerOverweight, Outperform and Buy are not universally interchangeable. A firm may define a rating relative to a sector or benchmark, while another uses an absolute expected return. Read that firm’s definitions and report date. No universal rule makes Strong Buy a forecast of at least 15% outperformance, and not every report uses a twelve-month horizon.
For hypothetical eligible targets of $80, $100 and $150, the arithmetic mean is $110, the median is $100 and the high-minus-low range is $70. At a $100 share price, the mean implies 10% price upside: (110 − 100) / 100. This is a calculation of opinions, not an expected investment return; it excludes dividends, fees and uncertainty about whether any target is reached.
| Measure | Definition to verify | Interpretation limit |
|---|---|---|
| Consensus | Provider eligibility, date window and mean or other aggregation | May exclude coverage or include stale observations |
| Median | Middle observation in the included set | Less affected by extreme targets but not necessarily more accurate |
| Range | Highest minus lowest included target | Depends on the sample; not a confidence interval |
| Implied upside | Target divided by current price, minus one | Can rise because price falls without an analyst becoming more optimistic |
The SEC explains that ownership and investment-banking relationships can create conflicts. Their existence does not itself prove that a recommendation is wrong. Read the report’s disclosures, assumptions and firm-level rating distribution rather than relying on an unsupported market-wide percentage of Buy or Sell ratings. Verify financial inputs in issuer filings.
Keep the same analyst universe, time window and target convention when comparing consensus across dates. An average can change when coverage is added or dropped. An upgrade is an opinion change, not evidence that institutions bought shares. Five analysts do not establish statistical representativeness, and a moving-average or accounting-score threshold cannot guarantee a better outcome.
The AI Stock Picker company Analysis tab has separate price-target, recent-rating-activity and rating-distribution panels. Available target data includes low, high, median and consensus; activity can show the firm, date, action and prior/new rating. Panels show missing-data states when coverage is unavailable. Provider AI Scores are a separate dataset; they are not an analyst consensus or proof of an individual target’s accuracy. Check the source report when a rating definition or horizon is not supplied.
Review available analyst data alongside provider AI Scores. Coverage and account access apply.
Also useful: Free company screener. Use available company filters as a starting point, then examine the underlying research and filings.
Informational and educational purposes only. This content does not constitute investment advice or a recommendation to buy or sell any security. Analyst ratings and consensus price targets represent subjective third-party opinions and do not guarantee future stock price performance.
