AIMultiple - Agentic RAG Routing: leaderboard
Metric: Routing accuracy (%, 184 hardest of 759 BIRD questions, 11 databases). Source: aimultiple.com. 37 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 5 | 84.8 |
| 2 | GPT-6 | 84.2 |
| 3 | Kimi K3 | 83.2 |
| 4 | Qwen 3.8 Max | 83.2 |
| 5 | Claude Opus 4.8 | 82.6 |
| 6 | Gemini 3.1 Pro (Preview) | 82.4 |
| 7 | Claude Fable 5 | 82.1 |
| 8 | GPT-5.5 | 80.4 |
| 9 | GPT-5.6 Terra | 77.2 |
| 10 | GPT-5.6 Sol | 76.6 |
| 11 | Gemini 3 Flash (Preview) | 75.3 |
| 12 | Grok 4.5 | 75 |
| 13 | Claude Sonnet 5 | 73.4 |
| 14 | GLM-5.1 | 72.8 |
| 15 | GLM-5.2 | 72.3 |
Interactive version: theaggregate.ai/benchmark?slug=aimultiple-agentic-rag-routing · How It Works · Data refreshed daily, snapshot 2026-09-19.