CiteTrace - Suitability Failure Rate: leaderboard
Metric: Suitability failure rate (%; share of evaluable citations whose source type is rated 1-2 for the question's domain on the expert-validated 10x6 source-suitability matrix; gpt-4o-mini classifier; 11,200 Stack Exchange questions). Source: arxiv.org. Saturation forecast: Estimated already saturated. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 7.98 |
| 2 | GPT-5 Mini | 14.25 |
| 3 | Grok 4.1 Fast (Reasoning) | 24.56 |
| 4 | Grok 4.1 Fast (Non-reasoning) | 24.79 |
| 5 | Sonar | 29.99 |
| 6 | Gemini 3.1 Pro (Preview) | 30.07 |
| 7 | Claude Haiku 4.5 | 30.07 |
| 8 | Claude Sonnet 4.6 | 31.65 |
| 9 | Gemini 3 Flash | 33.46 |
Interactive version: theaggregate.ai/benchmark?slug=citetrace-suitability-failure-rate · How It Works · Data refreshed daily, snapshot 2026-09-26.