How it works

Methodology

A plain-English description of what the product reads and how.

Invariant Markets describes the market environment across five dimensions. Each dimension is computed continuously from market data and reduced to a 0–100 score with a direction and a plain-language read.

The five scores are designed to be read together. No single dimension is predictive on its own; the product surfaces the situations where multiple dimensions agree, and flags the situations where they diverge. The specific inputs, weights, and transformations are proprietary.

The five dimensions

IMarket Psychology

AsksWhere is the marginal capital? Are participants leaning one way? Have sentiment extremes been reached?

IIMarket Structure

AsksIs the prevailing structure intact, weakening, or breaking? Where is price most likely to seek liquidity if pressure builds?

IIITrade Environment

AsksIs the volatility regime calm, expanding, compressing, or stressed? Does the environment favor breakouts, mean reversion, or premium selling?

IVCross-Asset Alignment

AsksAre other asset classes confirming or contradicting the equity read? Is risk-on/risk-off coherent across the macro complex?

VLiquidity Conditions

AsksHow costly is risk transfer right now? Is depth contracting into a known catalyst? Is the tape stable enough to support clean execution?

Expected move

For SPY, QQQ, and IWM, the dashboard shows an expected move: the magnitude the market is implying for the index by the next standard expiry, derived from at-the-money straddle pricing on the listed options market.

This is not a forecast of direction. It is the cost the market is currently charging to insure against a move of either sign — useful for sizing risk and recognizing when the market is pricing in a wide range versus a narrow one.

Cadence and freshness

The dashboard refreshes during U.S. market hours. Each value is timestamped, and a stale-data banner is shown if the live read goes silent. We do not interpolate or extrapolate stale values.

Outside U.S. market hours, gauge values reflect the most recent close-to-now read.

What the product does not do

  • We do not recommend specific trades, entries, exits, or position sizes. Every read is a description of the environment, not a directive to act.
  • We do not predict price. We characterize conditions; the user makes the trading decision.
  • We do not handle order routing, brokerage, or execution. We are not a broker-dealer or an investment adviser.
  • We do not provide single-stock signals. The product covers index ETFs (SPY, QQQ, IWM), index futures, vol indices, FX, bonds, credit, and commodities.
  • We do not guarantee uptime, accuracy, or any particular performance. See terms and risk disclosure for the full disclaimer.

Limits

The model is not infallible. It will miss regime transitions in real time and look obvious in retrospect. It will flag stress that does not develop into a meaningful move, and miss days where the move outpaces what the conditions implied. Use the read alongside your own process, not in place of it. Material changes are announced to subscribers before they take effect.

See also: Risk Disclosure, Terms, Privacy.