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The Backtest

Tested against the market —
and against itself.

Beating the S&P is the easy comparison. The hard one — the one almost nobody publishes — is beating your own quality screen: does the ranking add anything beyond simply owning good businesses? VERIX ran both, kept the losses in the table, and left the caveats attached. It is a backtest, not a live record — read it as one.

Backtest — a simulation, not live performance

A 6-leg annual study of the ranking against SPY and against its own graded universe. The second column is the one that matters: it isolates how much the ranking adds beyond simply owning the quality screen.

PeriodTop-KUniverseSPYvs SPYvs Univ
2019–20+29.7%+16.3%+7.3%WINWIN
2020–21+44.1%+54.5%+40.9%WINLOSS
2021–22-11.2%-6.6%-10.6%LOSSLOSS
2022–23+35.8%+38.1%+19.4%WINLOSS
2023–24+36.7%+28.8%+24.5%WINWIN
2024–25+34.8%+11.4%+14.4%WINWIN
Cumulative4.151×3.326×2.299×5/63/6
Read this before you trust the table
  • This is a BACKTEST, not live performance, and not a promise of future results.
  • SURVIVORSHIP BIAS, and it cannot be removed: the candidate universe is today's watchlist, which by construction excludes companies that died or delisted between 2019 and 2025. Every absolute number here -- including 'beat SPY' -- is flattered by that, and the size of the flattery is unknown.
  • THEREFORE the number that means something is the SPREAD: top quintile versus the equal-weight same universe. Both carry the identical survivorship bias, so what is left when it cancels is grading skill. That spread won 3 legs of 6. The 5-of-6 against SPY is context, not evidence.
  • The ranking is the Forge's CORE lens, not the full composite the app ships today. It tests the essence of the method, not the product.
  • US SEC-XBRL filers only. Foreign listings have no US XBRL and are excluded entirely, so this does not describe the universe a subscriber now sees.
  • Backtests carry design risk: the lens was authored with knowledge of this period, which no out-of-sample claim can undo.
  • Returns are price-only and exclude trading costs, taxes and slippage.
  • The graded universe itself beat SPY, so a large share of the result comes from the quality screen rather than from the ranking on top of it.
The live test, running now

A backtest proves the idea held up in the past. The real proof is forward: VERIX logs every call at decision time with the price and the SPY baseline attached, and cannot edit them afterward. The first 90-day results land on 2026-09-23 — the same calls you can read today, wins and losses both. Simulated performance is not live performance.

Ledger as of 2026-08-26T20:01:52. VERIX is research software, not an investment adviser. Nothing here is a recommendation, a solicitation, or a promise of future results, and past or simulated performance does not predict returns.