Modern investing suffers from a peculiar problem.

Never before in history have investors had access to so much information. Financial statements are available instantly. Earnings call transcripts can be downloaded within minutes. Artificial intelligence can screen thousands of companies in seconds. Complex valuation models can project cash flows twenty years into the future.

Yet despite possessing more information, more computational power, and more sophisticated analytical tools than any previous generation of investors, most investors continue to struggle to outperform even simple index funds.

This apparent contradiction raises an important question:

What if investment success is not primarily a function of analytical complexity? What if the greatest investment opportunities are often the easiest to understand?

The longer I study the world’s most successful investors, the more I notice a recurring pattern. The best investors are not necessarily solving the most difficult problems. Instead, they are identifying situations where the answer is so obvious that extensive analysis becomes almost unnecessary.

In other words, they are searching for one-foot hurdles.

The Seduction of Complexity

Human beings are naturally attracted to complexity. In academia, complex theories often receive more respect than simple ones. In engineering, sophisticated solutions frequently appear more impressive than elegant designs. In finance, investors often assume that a highly complex model must be superior to a simple framework.

Unfortunately, the stock market does not reward effort. It does not reward complexity and intellectual sophistication for its own sake.

It rewards correct decisions.

This distinction is critical. Many investors unconsciously believe that superior investment returns should require superior intellectual gymnastics. They spend countless hours refining discounted cash flow models, adjusting terminal growth assumptions, calculating intricate sensitivity analyses, and constructing elaborate scenarios.

However, history suggests that many of the greatest fortunes in investing were generated not through extraordinary complexity but through extraordinary clarity.

Warren Buffett has repeatedly emphasized this principle throughout his investing career. He famously stated that he looks for one-foot bars to step over rather than seven-foot bars to jump over. The implication is profound.

There is no extra reward for making investing harder than it needs to be.

A stock that doubles does not care whether the investor used a fifty-tab spreadsheet or a simple back-of-the-envelope calculation. The outcome is identical.

The Professional Incentive Problem

One reason complexity remains popular is that professional incentives often encourage it.

Simple thesis

“I purchased shares of a dominant global software company because it possesses high recurring revenues, strong pricing power, excellent management, substantial free cash flow generation, and a long runway for growth.”

Complex presentation

A 150-page report incorporating factor analysis, Monte Carlo simulations, macroeconomic forecasts, regression models, scenario trees, and advanced quantitative frameworks.

Many institutional clients will instinctively perceive the second manager as more sophisticated. Whether the investment outcome is superior becomes almost secondary.

Warren Buffett once observed that business schools tend to reward difficult and complex behaviour more than simple behaviour, despite simple behaviour often being more effective. The investment industry frequently suffers from the same bias.

Referenced work

Hidden Investment Treasures: How to Find Great Stock Investments as the Investment World Goes Passive — Daniel Gladis

Portfolio manager Daniel Gladis noted from his experience that the more sophisticated the evaluation model, the poorer the investment outcome. Additionally, it is much better to wait for situations where a stock’s cheapness is so blatant that no further complex calculations are needed.

The Mohnish Pabrai Test

Investor Mohnish Pabrai offers one of the most practical frameworks for evaluating investment ideas. When discussing cloning successful investors, Pabrai has argued that an idea should quickly reveal its attractiveness. If the opportunity does not become compelling relatively early in the analytical process, investors should often move on.

This philosophy aligns closely with Buffett’s one-foot hurdle approach. The best investments frequently possess an element of obviousness. Not obvious to everyone. Not obvious to the market at all times. But obvious enough that a rational investor can grasp the core thesis without requiring heroic analytical effort.

Consider some historical examples.

American Express

After the Salad Oil Scandal — a dominant franchise temporarily mispriced by a non-recurring crisis

The Washington Post

During the 1973–1974 US bear market — a durable media franchise at a fraction of intrinsic value

Apple Inc.

Following slowing iPhone growth concerns — P/E around 9×, prompting Berkshire’s large AAPL position

NVIDIA

After the release of ChatGPT, before AI became a mainstream investment theme

In each case, investors who succeeded did not necessarily possess perfect forecasts. Instead, they recognised a powerful business with durable economics trading at a valuation that appeared highly attractive relative to its long-term potential. The broad outline was visible. The opportunity was not hidden beneath layers of complexity.

Experienced investors gradually learn an important lesson:

It is better to be approximately right than precisely wrong.

A rough estimate indicating that a business is worth somewhere between $150 and $200 per share can often be more useful than an elaborate model producing an exact figure that creates a false sense of certainty. Investing is fundamentally an exercise in probability. The future cannot be predicted with precision. The objective is not mathematical perfection. The objective is to identify situations where the odds are overwhelmingly favourable.

Why Experience Simplifies Investing

Beginners often believe experienced investors possess more complicated frameworks. In reality, the opposite is frequently true. Experience tends to simplify thinking.

After studying thousands of businesses, seasoned investors begin recognising recurring patterns. They develop mental models. They identify common characteristics among exceptional businesses. They learn to recognise warning signs. They understand which variables matter and which variables merely create noise.

This pattern recognition allows them to evaluate opportunities more efficiently. A novice may require weeks to analyse a company. A veteran investor may reach a preliminary conclusion within hours. This is not because the veteran is careless. It is because decades of accumulated experience enable rapid recognition of familiar patterns.

Chess grandmaster

Runs through and discards thousands of possible move combinations in a very quick and very efficient manner, allowing them to make the optimal move against their opponent.

World-class physician

Asks deliberate and pertinent questions based upon extensive experience that go straight to the core of what their patient is experiencing, allowing an optimal diagnosis promptly before the condition worsens.

Likewise, an experienced investor often recognises an opportunity before completing a detailed valuation model. The model may confirm the conclusion. It rarely creates a conclusion.

The Hidden Power of Obviousness

Many investors mistakenly avoid opportunities that appear too straightforward. They assume that if an investment opportunity is obvious, someone else must have already discovered it.

Markets, however, are not driven solely by information. Markets are driven by human psychology.

These forces create mispricings even when the underlying facts remain visible to everyone. The market occasionally becomes so focused on short-term concerns that it temporarily ignores long-term realities.

When this occurs, obvious opportunities emerge.

Prices decline. Opportunity appears. The opportunity often looks obvious in hindsight. The challenge is possessing the temperament to act while others remain fearful.

The Relationship Between Simplicity and Conviction

One significant advantage of simple investment theses is that they are easier to hold during periods of volatility. When an investment is based upon twenty interconnected assumptions, confidence can deteriorate rapidly when market conditions change. When an investment is based upon a few durable truths, conviction tends to remain stronger.

Complex thesis
  • Twenty interconnected assumptions
  • Confidence deteriorates when one assumption shifts
  • Fragile under market stress
  • Difficult to hold during corrections
Simple thesis
  • A few durable truths about the business
  • Conviction remains intact through volatility
  • Resilient under market stress
  • Understandable during recessions and bear markets

Consider a simple thesis: “This company possesses a powerful competitive advantage, exceptional management, strong cash generation, and significant long-term growth opportunities.” Such a thesis remains understandable during market corrections, recessions, and when financial media becomes pessimistic.

Complexity often creates fragility. Simplicity often creates resilience.

Investing Is Not an Intelligence Contest

Many investors overestimate the importance of raw intelligence. Certainly, a baseline level of competence is required. However, investing is not an IQ competition. Buffett has repeatedly emphasised that temperament matters more than extraordinary intellect. The stock market rewards discipline, patience, rationality, and the ability to avoid unforced errors.

A moderately intelligent investor with sound judgment often outperforms a brilliant investor who constantly seeks complexity for its own sake.

Final Thoughts

The longer one studies investing history, the clearer a central lesson becomes. Extraordinary investment returns rarely require extraordinary complexity. The greatest investors have consistently focused on identifying situations where the probability of success is unusually high and the analytical burden is unusually low.

They do not receive additional rewards for solving harder problems. They do not seek complexity as a badge of honour. They seek clarity, asymmetry, and obviousness.

The most valuable investment opportunities are often not hidden behind sophisticated algorithms, intricate models, or elaborate forecasts. They are frequently standing in plain sight, waiting for an investor with sufficient experience, discipline, and patience to recognise them.

The one-foot hurdle principle

As Warren Buffett’s one-foot hurdle philosophy reminds us, investing is not an Olympic event judged on difficulty. There are no bonus points for complexity. There are only results.

And the investors who consistently achieve exceptional long-term outcomes are often those who understand a simple truth: the easiest opportunities are frequently the best ones.