Paying for the Peak? Over-earning, normalized P/Es and the price of growth

How much of today's equity earnings rests on margins that companies have never sustained? In this briefing, AQA Capital's quantitative research walks through Paying for the Peak?, a normalization test on 500 US and 255 European listed companies from the ADW Global Quant universe.

The method holds revenue at consensus and reverts each company's net margin to its own five-year average. In the US, 19% of aggregate consensus earnings sits above that norm and the aggregate P/E moves from 22.1x to 27.3x. The excess is concentrated: 148 over-earners hold 84% of it, and 50 companies, a quarter of US market cap, combine top-quintile expected growth with over-earning (22.1x consensus, 48.6x normalized).

What the video covers:
- How the normalization works, and its three caveats
- Where earnings are at risk by sector and industry
- Why over-earners look cheap on consensus and expensive on normal margins
- How much the market pays for forecast growth, and a conditional stress test
- Europe: the same 19% headline, a different cycle

Full report free for newsletter subscriber at the bottom of the article published on substack: https://albeconca.substack.com/p/paying-for-the-peak?r=8i0v5q

Internal research document. Market and consensus data from the ADW Global Quant database as of early October 2026. Normalized multiples are analytical stress tests, not forecasts or price targets. Not investment advice.

Chapters: to be added only after the final video is exported and timestamps are verified.

#QuantitativeResearch #Equities #Valuation

Disclaimer

Internal research by AQA Capital. Market and consensus data from the ADW Global Quant database as of early October 2026. Normalized multiples hold revenue at consensus and revert margins only; they are analytical stress tests, not forecasts or price targets. Not investment advice.

This research document is issued by AQA Capital Limited (”AQA”). AQA is licensed by the Malta Financial Services Authority (”MFSA”) and qualifies as a UCITS Management Company and an AIFM under the Investment Services Act (the “ISA”). AQA is subject to the laws of Malta. For more information on the services AQA is authorised to offer, visit the MFSA website at www.mfsa.com.mt or email info@aqa-capital.com.

All data and information in this research document are supplied solely for educational and information purposes. They are not an offer, solicitation or recommendation to buy or sell, or to effect any financial transaction. The information does not constitute investment advice, should not be relied on to make any investment decision, and should not be considered a consultation of any nature.

AQA has no liability to any person for any errors or omissions. No representation or warranty, express or implied, is made, and no liability whatsoever is accepted in relation to it. No information in this research document may be reproduced, in whole or in part, reworded or copied without the prior written consent of AQA.