Mueller Industries holds the cleaner structural position, with the lead spread across profitability and valuation. Caterpillar does not offset that deficit through any equally strong structural edge elsewhere. The market setup is broadly comparable for both — no clear directional signal from price behavior. The market is not adding a decisive signal either way — the structural read carries the weight.
The comparison is based on similar long-term financial trajectories, not sector labels. Both peer scores are relative to the Russell 1000 universe, making them directly comparable.
The lead is spread across profitability and valuation, rather than sitting in one isolated gap. Mueller Industries, Inc. leads by 31 points on the overall comparison score.
These two companies are linked by measured long-term financial trajectory similarity within the selected peer universe.
A solid similarity means the pair shares a clearly comparable long-term financial profile, even if individual dimensions still differ.
Most of the shared profile comes through revenue growth trajectory and investment intensity.
Scores reflect position relative to comparable companies with similar long-term financial trajectories.
More than one operating dimension supports the result here.
Left means cheaper relative valuation. Higher means stronger structure.
Mueller Industries, Inc. looks stronger on relative valuation, while the broader price setup remains mixed.
Valuation position uses peer-relative PE percentile (idx_pct_pe) where available.
Where CAT and MLI each sit in their own 5-year price and valuation history.
Describes historical entry positioning only. Descriptive — not investment advice.
Capital efficiency adds support, with a 23.5-point ROIC advantage.
A forward P/E that is 14.3 turns lower adds a second meaningful layer to the lead.
The lead is built on both profitability and valuation, making it broader than a single-dimension result.
Break down the CAT vs MLI comparison across all dimensions with the full interactive tool.
Explore how CAT and MLI each compare against other companies in their peer groups.
Rule-based, descriptive analysis only. Derived from peer percentile dimensions. Not investment advice. Peer groups are determined algorithmically based on structural similarity — not by sector classification alone.
AssetNext scores reflect each company's structural position within its functional peer group — not a ranking against all stocks simultaneously. Peers are identified by similarity across eight financial dimensions, including revenue growth trajectory, margin structure, capital intensity, and earnings stability. A score of 75 means the company ranks in the top quartile within its own peer group, not the entire market.
Four dimension scores drive the overall peer score: Growth (revenue trajectory and expansion dynamics), Quality (margin structure and capital efficiency), Valuation (peer-relative pricing on standard multiples), and Stability (earnings consistency and financial predictability). Each dimension is scored 0–100 relative to the peer group, then combined into an overall peer score using equal weighting.
Because scores are peer-relative, the same company can have slightly different scores in different index universes. On comparison pages, both companies are shown within their shared peer universe wherever possible — so the scores are directly comparable. The peer basis is stated on each score card.
Scores are recalculated periodically as underlying financial data is updated. All analysis is descriptive and rule-based — AssetNext describes structural realities and never issues buy, sell or hold recommendations.