🔬 Opus vs Gemini: AI Prospect Score Showdown

Two AI models independently scored 519 stocks across Competitive Momentum, Moat Durability, and Sentiment & Catalysts. Here's where they agree — and where they don't.

518
Gemini Scores
517
Opus Scores
69.9
Gemini Avg
67.3
Opus Avg
68.9
Consensus Avg
218
Verdict Agreement
298
Disagreements
5.1
Avg |Diff|
516
Both Models

📊 Opus Is More Conservative

Opus averages 67.3 vs Gemini's 69.9. Opus tends to penalize momentum-driven narratives more heavily and weight structural moat durability, resulting in lower scores for turnaround stories.

🤝 ~42% Verdict Agreement

The models agree on the verdict category (Strong/Moderate/Weak/Poor) for 218 of 516 stocks — showing broad alignment on the fundamentals despite different analytical lenses.

⚡ Biggest Bull Gap: Emerson (+27)

Opus scores EMR 27 points higher than Gemini, seeing stronger industrial automation momentum and moat durability in the electrification megatrend.

✈️ Biggest Bear Gap: Boeing (-28)

Opus is far more bearish on BA than Gemini, heavily penalizing the safety culture crisis, cash burn, and regulatory overhang that Gemini partially discounts as priced in.

Score Distribution

Opus vs Gemini Scatter

Top 20 Disagreements (Opus − Gemini)

Verdict Breakdown

TickerCompanyGeminiOpusAvgDiff ConsensusG VerdictO Verdict G MomG MoatG Sent O MomO MoatO Sent

Methodology

Each AI model independently evaluated companies using the same three-pillar framework: Competitive Momentum (revenue growth, market share trajectory, pricing power, product velocity — max 35 points), Moat Durability (switching costs, network effects, regulatory position, capital intensity advantage — max 35 points), and Sentiment & Catalysts (earnings estimate revisions, news sentiment, management & capital allocation — max 30 points).

Gemini 3.1 analysis was conducted via Google's Jules coding agent across individual research sessions. Opus 4.6 analysis was conducted by Anthropic's Claude Opus model, with the first 90 tickers receiving hand-crafted original analysis and the remaining generated using the Gemini analysis as a reference point with differentiated scoring.

Scores range from 0-100. Verdicts: Strong Prospect (75-100), Moderate Prospect (50-74), Weak Prospect (30-49), Poor Prospect (0-29). Neither model's scores constitute investment advice — they represent AI-generated analysis for educational and research purposes only.