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Given Analytics

How often does each market regime happen, and how long does it last? (2026)

How often does each market regime happen and how long does it last? Our model's 25-year record: Stagflation most common, clear Expansion least, with typical durations for each.

Over 25 years of data (306 months, 2001-2026), our model has read the market as one of four environments -- Stagflation, Contraction, Acceleration, or Expansion. Stagflation showed up most (about 34% of the time) and clear Expansion least (about 15%). Today's read is Acceleration. These are historical frequencies of the model's own readings -- educational, not predictive.

How often each environment has actually occurred (2001-2026)

  1. Stagflation: 34% of the time — Across 306 months (2001-2026), the model read a stagflation environment about 34% of the time.
  2. Contraction: 27% of the time — Across 306 months (2001-2026), the model read a contraction environment about 27% of the time.
  3. Acceleration: 24% of the time — Across 306 months (2001-2026), the model read a acceleration environment about 24% of the time.
  4. Expansion: 15% of the time — Across 306 months (2001-2026), the model read a expansion environment about 15% of the time.

How long does a market regime usually last?

Once the model reads a given environment, it tends to persist for a while. Stagflation has typically lasted about 8.5 months (longest on record 21); Contraction has typically lasted about 6 months (longest on record 32); Acceleration has typically lasted about 5 months (longest on record 24); Expansion has typically lasted about 4 months (longest on record 16). These are typical historical durations of the model's own readings -- educational, not a prediction.

What does one environment usually turn into next?

Environments have tended to hand off in recognizable ways: Stagflation has most often been followed by Expansion or Acceleration; Contraction has most often been followed by Expansion or Stagflation; Acceleration has most often been followed by Contraction or Stagflation; Expansion has most often been followed by Acceleration or Stagflation. Historical tendencies of the model's readings -- educational, not a prediction of what comes next.

What environment are we in right now?

The current read is Acceleration -- the same reading published free in today's Morning Brief and daily video. What matters for you is seeing which of the four environments the market is in, because it sets the backdrop under every asset. The free daily read gives you that in plain English.

The public context the data-driven minority watches

These base rates come from our own model's 25-year read of the historical record -- you will not find them anywhere else. The daily read turns that same model into today's environment in plain English.

The current numbers behind this reading

The macro regime above is read from public economic data. Here are several of the underlying releases, each shown with its original source and release date:

  • According to the U.S. Bureau of Labor Statistics, consumer price inflation was 3.5% year over year as of June 2026.
  • According to the U.S. Bureau of Labor Statistics, the unemployment rate was 4.2% as of June 2026.
  • According to the Federal Reserve, the federal funds rate was 3.63% as of July 2026.
  • According to the University of Michigan, consumer sentiment was 49.5 as of June 2026.
  • According to the U.S. Treasury, the 10-year Treasury yield was 4.7% as of August 3, 2026.
  • According to the Federal Reserve (ICE BofA U.S. High Yield index), the high-yield credit spread was 278 basis points as of August 3, 2026.
  • According to the Federal Reserve Bank of Atlanta, the Atlanta Fed's real-time GDP growth estimate was 5.9% annualized as of July 1, 2026.

Given Analytics reads this combination of published conditions as expansion strong — 16 of 21 tracked economic series agree with that reading. That is a description of the environment already visible in the data, updated every trading day. It says nothing about what happens next.

What was actually missing

If the question that brought you here has ever cost you — the trade that reversed, the setup that looked right and wasn't — the thing that was missing usually isn't a better indicator. It's seeing what's actually happening underneath, live, while it happens.

That's what Given shows you, free, every trading day: real symbols going active in live markets — at the price, as it happens — which sectors are leading, and the plain-English read of what's driving the move. You watch it live, and you learn to read it yourself.

The Morning Brief and daily video are free every trading day — no credit card, for the first 500 founding members. Watch it before you risk a dollar. You decide.

What data do institutions have that retail doesn't?, How to get institutional-grade analysis free.

See the free daily read

See the free daily read for today's market environment in plain English -- no card. Get the free daily market read — no credit card. Every market morning: the regime, what changed overnight, and what conditions like today’s have historically meant — in plain English. Free for the first 500 founding members.

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How current is this page?

This page was last reviewed on August 05, 2026; the economic figures above each carry their own official source and release date and are refreshed on a recurring cadence. The daily Morning Brief and the daily video, both free, carry the current reading in plain English. Founding access is free to try — no credit card — for the first 500 members.

Educational and informational only. Not investment advice. Given Analytics is not a registered investment adviser. Past mathematical conditions are not indicative of future results.

Disclosure

Every mathematical condition shown is for educational purposes only and is not a recommendation and does not constitute investment advice. Given Analytics is not a registered investment adviser. All content is for educational purposes only. Full disclaimer: givenanalytics.com/disclaimer

Condition Lifecycle Example Layout — Illustrative
Illustrative example of how a mathematical condition moves through its lifecycle — ARMED, ACTIVE, CLOSED — under our framework's rules. Not live data, not trade recommendations or advice.
ARMED · conditions forming ACTIVE · all four layers aligned CLOSED · alignment closed
XLEACTIVE
TRDMOMVOLVLM
4/4 layers aligned · condition currently active · educational example
KOARMED
TRDMOMVOLVLM
3/4 layers aligned · conditions forming, not yet active · educational example
IWMARMED
TRDMOMVOLVLM
2/4 layers aligned · early in formation · educational example
TLTCLOSED
TRDMOMVOLVLM
Alignment closed · condition no longer active · educational example
This illustrates the lifecycle the engine tracks for each symbol: a condition becomes ARMED when the framework confirms a trend, ACTIVE when the symbol meets its pre-defined entry condition within that trend, and CLOSED when the trend condition ends. Members can study what the model showed at each point in time. This is an illustrative example, not live data, and not a buy/sell signal, rating, or recommendation. The live dashboard reflects current conditions across 407 symbols and changes daily.
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How It Works
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The Desk Monitors 407 Symbols
Every trading day. Hundreds of symbols across sectors and categories. The engine never sleeps, never forms opinions.
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Four Layers Evaluated
Price Structure, Rate of Change, Risk Regime, Market Participation. Each is independent. All four must agree.
3
Potential Condition Identified
When all four agree simultaneously — a mathematical potential is flagged. Educational only. You decide.
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