Alcoa holds the cleaner structural position, with profitability as the main driver and stability adding further support. Johnson Matthey still has the edge on stability, which keeps the comparison from looking entirely one-sided. The market setup is currently leaning toward Johnson Matthey, which does not confirm the structural lead. That leaves a split case: the structural lead stays with Alcoa, but the market is not currently confirming it.
The comparison is based on similar long-term financial trajectories, not sector labels. Peer scores are normalised within each company's primary universe (AA: Russell 1000, JMAT.L: STOXX 600).
Most of the separation is still concentrated in profitability. The overall score gap is 14 points in favour of Alcoa Corporation.
This comparison is anchored in 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 match is driven mainly by revenue stability and investment intensity.
Scores reflect position relative to comparable companies with similar long-term financial trajectories.
Score differences across key dimensions.
Left means cheaper relative valuation. Higher means stronger structure.
Alcoa Corporation looks stronger on relative valuation, while the broader price setup remains mixed.
Valuation position uses peer-relative PE percentile (idx_pct_pe) and Forward P/E where available.
Where AA and JMAT.L each sit in their own 5-year price and valuation history.
Describes historical entry positioning only. Descriptive — not investment advice.
The profitability lead is mainly driven by a 16.2-point operating margin advantage.
A meaningful counterforce remains in stability, which keeps the comparison from looking completely one-sided.
Profitability settles the main question, even though stability still keeps the broader picture from looking fully clean.
Break down the AA vs JMAT.L comparison across all dimensions with the full interactive tool.
Explore how AA and JMAT.L 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.