Ranked by MELANY · Oct 2026
AI Data Center and Power Stocks, Rated
Building AI capacity is a construction and electricity problem as much as a chip problem. This group covers the electrical equipment, cooling, networking, server and power generation companies that supply data centers, plus the utilities selling into them.
Every score on this page is free. 20 ai data center and power stocks scored on the same eight factors, updated as the data changes.
MELANY rankingRatings as of 2026-10-07AI Data Center and Power Stocks
Ranked by composite score
Ranked highest to lowest by MELANY composite score, a 0 to 100 reading from eight factors. Each row links to the full breakdown and the live price. Ratings are a dated snapshot, most recently computed 2026-10-07.
These tiers are algorithmic research readings, not a recommendation to buy or sell any security, and not personalized investment advice. Ranking order is not a suggested purchase order.
What is in the app for these 20 companies
The score and the eight factors behind it are open on every company page. The trade plan is the part that is not: one suggested entry price per company, the stop, the targets, and an alert when a name enters its entry zone. That is part of Market Eyes Pro, and the first 30 days are free.
What moves this group
Order backlog and lead times are the clearest fundamental signal here, because capacity is sold out well ahead of delivery. Power generators and utilities are driven by contracted demand and long-rate sensitivity rather than by AI headlines. The recurring risk in this group is that a backlog reflects announced projects that can still be delayed or cancelled.
Also searched as: data center stocks, AI power stocks, electrical equipment and cooling suppliers.
How Market Eyes Live scores these companies
Every company on this page is scored by MELANY, our own engine, which reads regulatory filings and market data and produces a composite score from 0 to 100 across eight factors: valuation, business quality, price momentum, earnings track record, analyst sentiment, catalyst setup, risk-adjusted profile and macro fit.
Each score maps to a conviction tier rather than a buy or sell call. Established companies with enough financial history are judged on fundamentals. Pre-profit or thin-data companies are judged on a separate speculative path that leans on momentum and theme strength, because there are not enough fundamentals to read. That is why two names with similar scores can carry very different risk.
The engine is not new to being tested. MELANY's risk and portfolio rules are stress-tested across 19 years of U.S. market history, from 2007 to 2026, spanning the 2008 financial crisis, the 2020 COVID crash and the 2022 bear market, and the test set includes companies that later delisted so the results are not flattered by survivorship. Every rating it publishes is also recorded and graded every day against what the market does next. The full methodology and the validation study are public: how MELANY is tested and the MELANY validation study, Working Paper No. 01.
Frequently asked questions
Why are utilities included in a data center list?
Because power availability is now a binding constraint on data center construction, and several utilities have signed large direct supply agreements.
Is this the same as the AI chip group?
No. The chip group builds the silicon. This group builds and powers the buildings it runs in. The two have different cycles and different customers.
What does the as-of date mean?
It is the date our engine last computed that rating. Public research pages show a dated snapshot rather than a live terminal reading.
Other sectors and themes
Market Eyes Live
The scores stay free. The entry prices are in Pro, 30 days free.
MELANY rates every U.S. stock and ETF, PRISM ranks conviction and APEX writes the plan with one entry zone. Every rating is graded in public.