Fundamental analysis sounds like the responsible, grown-up way to invest: study the business, value the cash flows, understand the economy, buy what is cheap. I am not against it. But it is far harder than its confident practitioners admit — for a reason a famous essay about a pencil explained better than any finance textbook.

Nobody knows how to make a pencil

Leonard Read’s “I, Pencil” makes a deceptively simple point: not one person on earth knows how to make a pencil from scratch. The wood, graphite, lacquer, the metal ferrule, the rubber — each comes from a sprawling web of people and processes no single mind oversees. The pencil gets made anyway, coordinated by prices, with no central planner. If a pencil is beyond any one person’s full understanding, consider what you are claiming when you say you have “analyzed” a global company, or an economy.

The market already did the analysis

That is the humbling part. A stock’s price is not waiting for your spreadsheet — it is the live aggregation of millions of participants, many with better information, faster, than you. To beat them on fundamentals you do not just need to be right; you need to be right about something the entire market has gotten wrong, and be early. That is a high bar, and it is why so much fundamental “analysis” amounts to elaborately justifying a conclusion the analyst already wanted.

When politicians play economist

If individual companies are hard, the whole economy is harder, and the track record of confident top-down prediction is humbling — never more so than when politicians and pundits declare what a policy “will” do to growth, inflation, or markets. The economy is the pencil problem at planetary scale: too many interacting parts for anyone to forecast reliably. Acting on those forecasts is how a great deal of conviction-driven money gets lost.

What price-based, tested systems do instead

Here is the move that follows: instead of trying to out-analyze a system smarter than any of us, let price be the summary. Price already encodes the fundamentals, the sentiment, and the flows — continuously. A rules-based, tested approach does not need to know why a market is trending or reverting; it needs to recognize the behavior and respond with defined risk. It is an admission of humility: I cannot model the pencil, so I will follow what the market is actually doing and manage what happens if I am wrong.

Not either-or

None of this makes fundamentals useless — over long horizons they matter enormously, and plenty of great investors use them well. It means they are hard, slow, and easy to fool yourself with, and that for most traders a tested, price-based process is a more honest match for what we can actually know. Respect the complexity instead of pretending you have conquered it.

This is the same humility behind testing over opinion and following the trend instead of forecasting it.

The scoreboard nobody frames

For decades the Hulbert Financial Digest tracked the real performance of investment newsletters — the loudest fundamental opinions money could buy. The results were carnage: most trailed a simple index fund over long stretches, and plenty lost money outright. If professional analysts armed with spreadsheets, management calls, and CNBC hits can’t reliably out-analyze the market’s price, that tells you something about the difficulty setting of this game.

The reason isn’t that analysts are dumb. It’s that each one is competing against the aggregated information of every participant at once — and the price already contains their homework, plus rumor, positioning, and forced flows that never appear in a 10-K.

Fundamental data is also late

Financial statements arrive quarterly, get restated occasionally, and lag the business by weeks — navigating with a map printed last season. Price updates by the second and never files a correction. That’s the practical reason my systems measure price instead of earnings: not because value doesn’t exist, but because price is the only data series that already includes everyone else’s opinion of value, delivered in real time.

Where that leaves a systematic trader

You don’t have to out-know millions of people; you have to measure what the crowd is doing and act on the recurring behaviors it produces — trends persist here, panics snap back there — with rules you tested honestly before risking a dollar. Buffett’s edge is real, but it runs on decades-long horizons, permanent capital, and buying whole businesses. For a retail trader, borrowing the market’s own aggregated verdict — price — is the humbler and more workable starting point.

Educational only; not investment advice. RelaxedTrader is not a registered investment advisor. Past performance is not indicative of future results.