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Stage transition probabilities

How to read the Stage Transition Probabilities panel on symbol pages—what the percentages mean, what they omit, and how to use them with signals and timestamps.

What the panel is

On /symbol/<SYMBOL>, when ATHENA supplies transition probabilities, IRIS shows a Stage Transition Probabilities card (often with a chart). The in-app tooltip describes these as the statistical likelihood of moving from the current cycle stage to another stage in the near term.

This guide explains how to interpret that language responsibly—alongside Understanding stage analysis, Reading trading signals, and Analysis, batch jobs, and symbol pages.

Schematic: current stage with arrows to other stages labeled as probability summaries. — Think of transitions as “where the model leans” across stages given today’s inputs—not a timed prediction of the next candle.

What the percentages are (and are not)

They are:

Model summaries derived from ATHENA’s feature set (price history, indicators, regime context, and related inputs).
A way to see relative emphasis—for example, more weight on a move toward Stage 2 vs Stage 4 as of the analysis run.

They are not:

A promise that the stock will enter a given stage on a schedule.
A substitute for earnings, news, liquidity, or your max loss per trade.
A probability of profit—same rule as stage confidence: high numbers describe internal consistency and statistical weighting, not how much money you will make.

How to read them alongside your current stage

Confirm the stage you see on the symbol page (1–4 and sub-stage language when shown).
Scan transitions that point toward healthier vs weaker parts of the cycle—for example, mass toward Stage 2 often aligns with constructive trend continuation hypotheses; mass toward Stage 4 aligns with defensive caution in the Weinstein-style framework.
Compare to the five-letter signal (Reading trading signals). Signals fold in harder gates (stage, SATA, Mansfield RS). Transitions describe shift potential; they can look “optimistic” while the signal stays HOLD if gates are not all satisfied—or the reverse after a sharp gap.

Staleness and fast markets

Transition probabilities are only as fresh as the analysis timestamp (and related “last updated” fields) on the page.

After earnings, guidance, offerings, or index rebalances, inputs can change abruptly—probabilities from the prior run may be outdated until the next successful analysis.
Treat large overnight gaps as a reason to re-fetch context (refresh symbol page, watch for batch completion) before leaning on any single percentage.

See Signal staleness in the Glossary.

When probabilities swing hard

You may notice big shifts in transition readouts when:

Volatility expands and indicators disagree (whipsaw risk).
The stock moves from late Stage 1 toward a breakout—or fails a breakout back into Stage 4 language.
Market regime flips (see Understanding market conditions).

Those are behavioral reminders to slow down and re-check the full card: stage, SATA, RS, pattern context (Patterns and structure), and your portfolio rules.

Educational disclaimer

TRINITY provides tools and education, not personalized investment advice. Transition probabilities are informational. Consult a qualified professional before making financial decisions.