The structural profiles are close, with MongoDB carrying a narrow edge on stability. Palo Alto Networks still leads on profitability and stability, which keeps the comparison from looking entirely one-sided. 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.
On stability, the clearer edge sits with Palo Alto Networks, Inc., while the overall score remains tighter and points the other way.
Both operate in: Software - Infrastructure
This comparison is based on industry proximity, not on functional trajectory similarity. MDB and PANW share the same industry classification.
For a similarity-based comparison, see how MongoDB and Palo Alto Networks each position within their functional peer groups in AssetNext.
Scores reflect position relative to comparable companies with similar long-term financial trajectories.
The clearest separation appears in stability.
Left means cheaper relative valuation. Higher means stronger structure.
Palo Alto Networks, Inc. still looks cheaper, even though MongoDB, Inc. remains structurally stronger.
Valuation position uses Forward P/E and peer-relative PE percentile (idx_pct_pe) where available.
Where MDB and PANW each sit in their own 5-year price and valuation history.
Describes historical entry positioning only. Descriptive — not investment advice.
The clearest distance comes from a steadier profile over time.
Capital efficiency also runs the other way, with a 16.2-point ROIC edge acting as a real counterforce.
Stability is the clearest driver of the lead, with valuation adding further support — though profitability still provides a real counterweight.
Break down the MDB vs PANW comparison across all dimensions with the full interactive tool.
Explore how MDB and PANW 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.