Last updated: April 5, 2026 · Reviewed by Daniel Ashford

🔬 Best LLM for Research & RAG (2026)

by Daniel Ashford · Models ranked for retrieval-augmented generation, fact synthesis, and knowledge work.

1
👑 Claude Opus 4BEST
96.396.0$15/M
2
🔥 GPT-5.3 Codex
95.295.2$10/M
3
Gemini 2.5 Ultra
93.593.0$7/M
4
Claude Sonnet 4
93.293.2$3/M
5
GPT-4o
91.091.0$2.5/M
6
Mistral Large 3
88.187.8$4/M
7
🆓 Llama 4 405B
88.187.8Free
8
Qwen 3.5 Plus
86.486.2$2/M
9
💰 DeepSeek V3
85.685.5$0.55/M
10
Claude Haiku 4.5
85.585.5$0.8/M
11
Gemini 2.5 Flash
82.882.5$0.15/M
12
GPT-4o Mini
80.480.5$0.15/M
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❓ Frequently Asked Questions

What is the best LLM for research & rag in 2026?

Based on our weighted evaluation, Claude Opus 4 ranks #1 with a use-case score of 96.3. GPT-5.3 Codex and Gemini 2.5 Ultra are strong alternatives.

How are these rankings calculated?

We apply use-case-specific weights to our 6 evaluation dimensions. For research & rag, we weight dimensions differently than our overall Index. See full methodology →