The structural profiles are close, with American Electric Power Company carrying a narrow edge on valuation. NiSource still has the edge on valuation, which keeps the comparison from looking entirely one-sided. The market setup broadly confirms the structural lead — American Electric Power Company holds the more constructive position. That puts structure and market broadly in agreement — American Electric Power Company's lead looks more confirmed than conflicted.
The comparison is based on similar long-term financial trajectories, not sector labels. Both peer scores are relative to the S&P 500 universe, making them directly comparable.
Valuation points more clearly toward NiSource Inc., even if the broader score still leans toward American Electric Power Company, Inc..
This pair is matched through 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.
Most of the shared profile comes through capital structure and margin trend.
Scores reflect position relative to comparable companies with similar long-term financial trajectories.
Pricing shapes this comparison more than a broad operating gap.
Left means cheaper relative valuation. Higher means stronger structure.
American Electric Power Company, Inc. still looks stronger overall, though current pricing looks more supportive for NiSource Inc..
Valuation position uses peer-relative PE percentile (idx_pct_pe) where available.
Where AEP and NI each sit in their own 5-year price and valuation history.
Describes historical entry positioning only. Descriptive — not investment advice.
The main spread comes from a meaningfully cheaper peer-relative valuation.
Profitability adds some additional support to the lead, with a 6.1-point operating margin advantage.
Valuation is the clearest driver of the lead, with profitability adding further support — though valuation still provides a real counterweight.
Break down the AEP vs NI comparison across all dimensions with the full interactive tool.
Explore how AEP and NI 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.