Open a brokerage app and one of the most prominent numbers is usually the gain or loss on the account.
It might say a stock is up 45 percent. That feels like a useful measure of whether buying it was a good decision.
But there is a basic problem with that number: it tells an investor how much the position has gained since it was purchased, not whether it has performed well.
Those sound like the same question. They are not.
A 45 percent gain can be good or bad
Suppose an investor buys a stock for $10,000 and it is now worth $14,500.
The brokerage app shows a 45 percent gain. Nothing about that calculation is wrong.
But imagine that gain happened over four years while the broad market returned substantially more over the same period. The investor made money, but choosing that particular stock still produced a worse result than the simpler alternative.
Now imagine the same 45 percent gain happened in nine months while the market rose 12 percent.
Same green number. Completely different performance.
That is the limitation of looking at gain against cost basis. It combines the return of the investment with the date the investor happened to buy it.
The number is useful for answering, “Am I up or down?”
It cannot answer, “Was this a good investment compared with what else I could have owned?”
The benchmark changes the story
A better way to evaluate a holding is surprisingly simple.
Pick a period. One year is an easy place to start.
Measure the return of the investment over those twelve months. Then measure the return of a reasonable benchmark over exactly the same twelve months.
If the stock returned 18 percent and the benchmark returned 25 percent, the investor is up 18 percent but behind the benchmark by seven percentage points.
If the stock fell 4 percent while the benchmark fell 15 percent, the brokerage screen is red, but the stock actually outperformed the benchmark by 11 percentage points.
This is why green does not necessarily mean good and red does not necessarily mean bad.
There are two important rules when making the comparison.
The dates have to match. Comparing a stock since the day it was purchased with an index’s calendar-year return does not produce a meaningful comparison.
The type of return also has to match. If dividends are included for the index, they should be included for the holding as well.
Once those two things are consistent, the calculation becomes much more useful.
Side-hustle income makes the brokerage number even messier
This matters particularly for people who invest money from freelance work, side hustles or a small business.
Investment contributions often arrive whenever the income arrives.
A $6,000 client payment might produce a large investment one month. The next month there may be nothing. A particularly good quarter for the business might result in a much larger contribution.
That means entry prices can be clustered around whatever the market happened to be doing when invoices were paid.
Consider someone who had an unusually profitable year from a side business and invested a large amount near a market high. The brokerage account could show an ugly loss against cost basis for months afterward.
That does not necessarily mean the investments themselves are performing unusually badly. Part of what the screen is showing is simply unfortunate purchase timing.
Someone investing the same amount every month from a paycheck has a smoother series of entry prices. Someone investing irregularly does not.
A fixed-window benchmark comparison helps separate those two things.
It asks how the investment performed during a particular period rather than how lucky the investor happened to be on the day money became available.
Then comes the uncomfortable part
Do this for every meaningful position and the portfolio often looks different.
A few stocks may genuinely have beaten the market.
Some may have produced almost exactly the same return as the index. That raises a reasonable question: was taking the additional risk of owning an individual company worthwhile if the result was essentially an index return?
Others may have underperformed for years while still showing a large green gain because they were purchased long ago.
And sometimes the entire exercise produces the least exciting result possible: the portfolio has performed roughly like the market.
That is not a failure.
Beating a broad benchmark consistently is difficult even for professional investors. S&P Dow Jones Indices’ year-end 2025 SPIVA data found that 89.93 percent of active U.S. large-cap funds underperformed the S&P 500 over the preceding 15 years. citeturn0search0
Matching the market therefore should not be treated as an embarrassing result. The more interesting question is how much additional time, risk and attention went into producing it.
If someone spends several hours every week researching stocks only to approximately reproduce an index, that is useful information about how that time is being spent.
The calculation is easy. Collecting everything is annoying.
None of this requires particularly sophisticated mathematics.
The difficult part is assembling the data.
An investor needs the value of every holding at the beginning and end of the same period, the appropriate benchmark return, dividends where relevant and ideally some record of positions that were sold during the period.
Doing it once in a spreadsheet is manageable. Doing it repeatedly across a portfolio is tedious.
This is one place where portfolio-analysis tools can be useful. There are AI investing apps that connect to an existing brokerage and calculate portfolio and benchmark performance removing much of the manual work.
The useful part is not that AI is involved. It is that the calculation can be checked.
If a tool says a holding returned 11 percent while its benchmark returned 17 percent over the same period, those numbers can be independently verified.
If it says the holding will outperform the benchmark next year, that is an entirely different kind of claim.
For evaluating past performance, arithmetic is more useful than prediction.
Underperformance does not mean sell
Finding that a stock underperformed its benchmark does not automatically produce a trading decision.
A quarter is a very short period. A year may also say relatively little about an investment intended to be held for a decade.
The value of benchmarking is not that it creates a mechanical sell rule.
It forces the investor to revisit the reason a position exists.
If a company was purchased specifically because it was expected to outperform the market and it has trailed that market for five years, there is at least a question worth asking.
Has the original thesis played out more slowly than expected? Has something about the company changed? Was the thesis wrong? Or is the chosen benchmark itself inappropriate?
Those are investment questions.
“Am I still green?” is mostly an accounting question.
Benchmark the winners too
There is one more useful exercise, and it applies when the numbers look great.
If a holding has beaten the market substantially, write down why.
Not simply “this was a good company.” Write down what happened that made the investment outperform and whether that was part of the original reason for buying it.
Then revisit that explanation a few years later.
Investors naturally remember their successful decisions more clearly than the positions that disappointed them, particularly after losing positions have been sold and disappeared from the brokerage home screen.
Keeping a record makes it harder for those forgotten positions to vanish from the assessment of past decisions.
The point of measuring performance against a benchmark is not to prove that an investor is good or bad at picking stocks.
It is to answer a much simpler question accurately.
Did taking this particular investment risk produce a better result than the alternative?
The gain number on a brokerage screen cannot answer that question on its own, no matter how green it is.
Disclosure: Walnut is one of the tools referenced in this article. This article is informational and not investment advice. Walnut is not a registered investment adviser. Past performance does not indicate future results. Investing involves risk, including the possible loss of principal.
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