# Quality Factor

_Factor Models . 2026-05-15 . By Tanmay Kurtkoti. Educational, illustrative, not advice._

Friend opened his brokerage app on Friday after the four day rout. His boring stack of staples and pharma barely moved. His exciting smallcap and high beta stack lost a fifth. Same week. Same Nifty drawdown. Two completely different P and L tapes. He asked why the boring stack was the calmest. Pulled out the NIFTY 200 split that morning to show him.

The factor is called quality. Forty plus years old. Still not arbitraged away. Built on four screens you can write in one line of a spreadsheet. Return on equity above fifteen pct. Debt to equity under half. Earnings stability inside one standard deviation. Cash flow from operations backing reported profit at least eighty pct.

Quality cohort by those screens. HUL, NESTLE, ASIANPAINT, ITC, HDFCLIFE. Twelve month max drawdown around seven point four pct.

Junk cohort. The opposite end of the same universe. ADANIENT, JSWSTEEL, TATASTEEL, ONGC, VEDL. Twelve month max drawdown around thirty eight point six pct. Over five times the hole.

Here is the part most people miss. Recovery is asymmetric. Minus twenty five pct needs plus thirty three pct to break even. Minus thirty eight pct needs plus sixty two pct. The quality cohort does not need to outperform on the way up. It is already ahead because it never went as far down. Ten year max drawdown gap of roughly thirteen pp shallower. Recovery dwell half as long. Sharpe almost twice.

Asness, Frazzini and Pedersen wrote the formal Quality Minus Junk paper in Review of Accounting Studies 2019. Sloan flagged the accruals piece back in 1996. The market still has not arbitraged the premium away because retail investors keep paying up for the lottery ticket.

The edge does not show up in the bull. It shows up in the drawdown. Boring stocks earn the right to be called boring by saving you the recovery