Caterpillar holds the cleaner structural position, with growth as the main driver and valuation adding further support. SFS still has the edge on valuation, which keeps the comparison from looking entirely one-sided. The market setup is mixed, without a decisive signal in either direction. 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. Peer scores are normalised within each company's primary universe (CAT: Russell 1000, SFSN.SW: STOXX 600).
Growth still does most of the heavy lifting in this comparison. The overall score gap is 10 points in favour of Caterpillar Inc..
These two companies are linked by measured long-term financial trajectory similarity within the selected peer universe.
This level of similarity signals a strong structural match, even though some dimensions still separate the two companies.
The strongest overlap appears in recent revenue growth and margin consistency.
Scores reflect position relative to comparable companies with similar long-term financial trajectories.
The clearest separation appears in growth.
Left means cheaper relative valuation. Higher means stronger structure.
Structure clearly favours Caterpillar Inc., even though current pricing leans the other way.
Valuation position uses peer-relative PE percentile (idx_pct_pe) where available.
Where CAT and SFSN.SW each sit in their own 5-year price and valuation history.
Describes historical entry positioning only. Descriptive — not investment advice.
Revenue growth reinforces the category-level growth lead.
Absolute pricing still looks more supportive for SFS, with a forward P/E that is 13.9 turns lower there.
Growth settles the comparison, while pricing and valuation keep the broader setup from looking fully aligned.
Break down the CAT vs SFSN.SW comparison across all dimensions with the full interactive tool.
Explore how CAT and SFSN.SW 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.