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The Best AI Models,
Ranked by Real Data
32 models. 2,637+ real-world tests. 7 scoring metrics.
See which AI actually delivers.
Top AI Models by Trust Score
Overall rankings across 2,637 real-world evaluations. See full leaderboard →
| Rank | Model | Provider | Trust Score | RC | FA | SC | RF | ST | ED | HL | Evals |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Gemini 2.5 Pro | Google Gemini | 8.96 | 8.82 | 8.78 | 9.31 | 9.47 | 9.41 | 7.94 | 8.96 | 16 * |
| 2 | GPT-5 | OpenAI | 8.83 | 8.76 | 8.82 | 9.09 | 9.44 | 8.93 | 7.89 | 8.86 | 60 |
| 3 | GPT-5 Mini | OpenAI | 8.80 | 8.52 | 8.92 | 9.11 | 9.31 | 9.23 | 7.57 | 8.76 | 26 * |
| 4 | GPT-4.1 Nano | OpenAI | 8.74 | 8.71 | 7.67 | 9.10 | 9.45 | 9.07 | 7.69 | 8.82 | 21 * |
| 5 | GPT-5.2 (Thinking) | OpenAI | 8.71 | 8.55 | 8.39 | 8.99 | 9.50 | 8.90 | 7.35 | 8.80 | 185 |
* Low sample size (<30 evaluations) — ranking may shift with more data
How Trust Score Works
Every AI response is evaluated across 7 proprietary metrics using our patent-pending framework.
Real Query
Users submit real questions to multiple AI models simultaneously on Search Umbrella.
Multi-Model Evaluation
Each response is scored across 7 metrics: readability, accuracy, consistency, relevance, style, ensemble agreement, and human likeness.
Trust Score
Scores are aggregated into a composite Trust Score (0-10) that reveals which models truly perform best.
Featured Head-to-Head Matchups
See how top AI models compare when tested on the same queries. Browse all matchups →
Performance by Domain
AI models perform differently depending on the task. See which model leads in your area.
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