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Jake

Founder of StockResearch. Jake writes research on valuation history and the businesses behind the numbers.

Published research

Jake

AI Cybersecurity Stocks: The Trade Is Priced. Mostly.

We ranked 28 cybersecurity stocks against their own five-year EV/Sales history as of October 5, 2026. The big platforms sit at the 96th to 98th percentile. Four names still growing revenue 10% or more sit below the 40th, led by Zscaler.

Jake

Gavin Baker's 'No Negative Quantitative Metric': the Checklist Version

During the worst week of the July 2026 AI selloff, Gavin Baker said he could not find a single negative quantitative metric. That is a checkable claim. Here is the checklist: every metric he cited, what it signals, and an honest accounting of which ones a retail investor can actually verify.

Jake

Nvidia at Its Lowest Forward P/E in a Decade: What That Number Actually Means

After the July 2026 selloff, Nvidia traded at its cheapest forward P/E in ten years. That sentence contains one number and three assumptions. Here is how to unpack it: forward vs. trailing, what multiple compression on accelerating earnings mathematically implies, and why "cheapest in a decade" has been both a great signal and a trap.

Jake

Everyone Says AI Stocks Are On Sale. Our Data Says Five Are.

July 2026 took 40–60% off AI infrastructure stocks. We ranked 50 names against their own five-year valuation history: only five actually got cheap, and about a third of the complex still trades near five-year-high multiples.

Jake

The Situational Awareness Implosion, Explained With Data

A concentrated AI fund went from +439% to selling its entire book to Citadel in six trading days. The July 30 tape, where stocks the fund never owned bounced as hard as the ones it dumped, is some of the cleanest public data on forced selling you will ever see.

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