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Evidence

Do these screens actually work? A point-in-time backtest

We ran every screen as if we had bought its 20 best picks each quarter, using only what was public on the day. Here is what happened, including the parts that do not flatter us.

The short version

From 2012 to 2026, none of the 6 screens beat the S&P 500, which compounded at 14.3% a year. The fairer test is against the whole pool of stocks they were picking from, which returned 12.3% a year: 1 of 6 screens beat that. We are publishing the results either way, because a screen you cannot test honestly is not worth trusting.

Growth of $10,000, equal-weighted, rebalanced quarterly. Hover or tap the chart for values.

Results by screen

ScreenAnnual returnvs S&P 500Worst drawdownAvg. stocks held
Magic Formula12.4%-1.9 pts-52%20.0
Dividend Quality11.2%-3.1 pts-53%20.0
Quality Compounder10.7%-3.6 pts-43%20.0
Momentum / Breakout9.4%-4.8 pts-47%20.0
Graham Defensive8.7%-5.6 pts-47%5.2
Deep Value / Net-Net2.1%-12.2 pts-64%0.2
S&P 500 (SPY, with dividends)14.3%-34%
Equal-weight universe12.3%-2.0 pts-41%

2012-04-02 to 2026-10-01, quarterly, top 20 equal-weighted, no costs. Screens that find few large companies (Net-Net, Graham) hold cash in empty quarters. Hypothetical results.

How we tested it

What this does and doesn't prove

Read this before drawing conclusions
  • Hypothetical results; not investment advice. Past performance does not predict future results.
  • Survivorship bias: the universe is today's S&P 500 and Russell 2000 constituents. Companies that were delisted or went bankrupt are not included, which flatters cheap-stock strategies.
  • Fundamentals use only SEC filings filed before each rebalance (no look-ahead). Buys happen at the close of the first trading day of the quarter; no transaction costs, taxes or slippage.
  • Insider Conviction is not included: SEC Form 4 history in the dataset begins in 2025.
  • Magic Formula is the screener's approximation. No volume data, so a minimum market cap is the liquidity proxy.
  • Universe: S&P 500 + Russell 2000 (current constituents).

One more thing worth saying plainly: a screen is a filter, not a forecast. Cheap, profitable, safe-looking companies can stay cheap for years, and a 20-stock portfolio will have long stretches of underperformance even when the idea is sound. For more on that, see Is value investing dead? and Value traps.

Run the screens yourself

Every match in the screener shows the arithmetic that put it there. Free to use.

Open the screener

Educational content, not investment advice. Past performance — of people, papers, or backtests — doesn't guarantee future results. Do your own homework before buying anything.