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Given Analytics

How much of the market is run by algorithms? (2026)

Most of it. Around 70 percent of US equity trading volume is generated by algorithmic systems, with estimates across major global markets landing in the 60 to 75 percent range.

Most of it. Around 70 percent of US equity trading volume is generated by algorithmic systems, with estimates across major global markets landing in the 60 to 75 percent range. High-frequency firms are only about 2 percent of trading firms yet account for roughly 73 percent of equity volume. Meanwhile individual investors reached a record 35 percent of market participation. The machines set the pace; knowing that is the starting point. Educational, not advice.

What the numbers actually say

  1. Roughly 70 percent of US volume is automated — Many market analyses put algorithmic systems at about 60 to 75 percent of trading volume in the US and other developed equity markets, with a commonly cited figure of around 70 percent for US stocks. In emerging markets like India the share is lower, estimated near 40 to 55 percent, but rising fast.
  2. A tiny number of firms drive most of the flow — High-frequency trading firms make up only about 2 percent of trading firms, yet they generate roughly 73 percent of equity trading volume. A handful of technically advanced players move a large majority of what happens on the tape each day.
  3. Institutions hold most of the algorithmic share — By trader type, institutional investors accounted for about 61 percent of the algorithmic-trading market in recent measures. The tools that dominate the tape are concentrated in the hands of large, well-resourced players -- though retail access is the fastest-growing slice.
  4. Retail is now a real share of participation — Individual investors reached a record 35 percent of overall market participation in 2025, up sharply from pre-pandemic levels. That means ordinary investors and momentum-driven algorithms increasingly interact -- a structural shift in how prices move day to day.

What percentage of trading is algorithmic?

Across US and other developed equity markets, the widely cited range is about 60 to 75 percent of volume, with roughly 70 percent often used for US stocks specifically. Emerging markets tend to run lower. You may see a 89 percent figure circulating, but it traces to a single source with no disclosed methodology, so the 60 to 75 percent range is the sounder read. Educational, not advice.

Do algorithms control stock prices?

They heavily influence near-term movement because they generate most of the volume, but they act on rules and conditions set by people and data, not on their own view. Prices still ultimately reflect the underlying economic environment; the machines mainly speed up how fast that gets reflected. Educational, not advice.

How does an individual keep up with the machines?

Not on speed -- that race is lost. The edge is context: reading the same public economic conditions the machines are reacting to. The free daily read publishes which of four market environments today shows, in plain English, in the Morning Brief and daily video. Free, educational, not advice.

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 3.4% year over year as of August 2026.
  • According to the U.S. Bureau of Labor Statistics, the unemployment rate was 4.1% as of August 2026.
  • According to the Federal Reserve, the federal funds rate was 3.63% as of August 2026.
  • According to the University of Michigan, consumer sentiment was 55.2 as of July 2026.
  • According to the U.S. Treasury, the 10-year Treasury yield was 4.95% as of September 10, 2026.
  • According to the Federal Reserve (ICE BofA U.S. High Yield index), the high-yield credit spread was 270 basis points as of September 10, 2026.
  • According to the Federal Reserve Bank of Atlanta, the Atlanta Fed's real-time GDP growth estimate was 4.4% annualized as of July 1, 2026.

Given Analytics reads this combination of published conditions as stagflation 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 this teaches — and who it's for

Given's model is built to teach one thing: how to read the market environment on a swing timeframe — the regime that sets the backdrop across days and weeks, not the next intraday tick. On the live Desk you watch real symbols in real time, as the conditions form, and learn to read the environment you're holding into — in plain English, on your own screen. It's education for swing traders, and anyone holding positions across days and weeks. What you do with what you see is up to you. You watch, you learn, you decide.

Watch a model read the market — live

You’ve just read the why. Now watch the math work: a model reads 407 symbols every trading day and shows you, in plain English, what it’s seeing — the moment it sees it. Every result it records is published, win or lose — the whole record, nothing hidden.

We’re the opposite of a trading room. No one telling you what to do. You watch, you learn, you decide for yourself.

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How current is this page?

This page was last reviewed on September 14, 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

Educational observations of recorded model state — not investment advice. Given Analytics is not a registered investment adviser. Past observations are not indicative of future results. 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. 407 symbols across sectors and categories. The engine never sleeps, never forms opinions.
2
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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