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Monthly machine-learning rankings · ~3,500 U.S. stocks

Independent monthly stock rankings, published before results are known.

Each month, machine learning models rank the universe using company fundamentals, price, and volume. The Strong Buy list is tracked equal-weight versus the S&P 500. Published rankings are not rewritten after the fact.

Current Rankings Summary · Live performance · Methodology

MUFG MFG ATAI FCEL

Current Rankings Summary: July 2026 · Next publication: Monday, August 31, 2026 · Live prices after the close (ET)

New rankings go live on the Monday after each month’s last Friday.

Live Strong Buy performance

July 2026 Rankings · equal-weight · 12-month window · vs S&P 500

Full track record →
Names
72
Strong Buy
6.24%
S&P 500
2.21%
Alpha
+4.0%
Status
Live
Completed cohorts
0

Top Strong Buys

Highest-ranked names from the latest monthly run.

This month’s summary →
MUFG #1 Mitsubishi UFJ Financial Group, Inc. MFG #2 Mizuho Financial Group, Inc. ATAI #3 Atai Beckley Inc. FCEL #4 FuelCell Energy, Inc. SAN #5 Banco Santander, S.A. LYG #6 Lloyds Banking Group plc TD #7 The Toronto-Dominion Bank QMMM #8 QMMM Holdings Limited Ordinary Shares BW #9 Babcock & Wilcox Enterprises, Inc. WF #10 Woori Financial Group Inc.
Machine learning
Models trained on fundamentals, price, and volume across about 3,500 liquid U.S. stocks.
Five tiers
Strong Buy through Strong Sell map to expected relative performance over 12 months.
Equal-weight tracking
The Strong Buy list is tracked equal-weight versus the S&P 500. Ranks are not day-trading signals.