Embedding leaderboard

ULTRABENCH Embedding leaderboard: every current model in the index, ranked by composite score, with price and a source on every number.

The 25 highest-ranked models.

1. Qwen3-Embedding-8B
2. Qwen3-Embedding-4B
3. F2LLM-v2-14B
4. Octen-Embedding-8B
5. F2LLM-v2-8B
6. Gemini Embedding 001
7. Jina Embeddings V5 Text Small
8. Jina Embeddings V5 Text Nano
9. Qwen3-Embedding-0.6B
10. Jina Embeddings V5 Omni Small
11. gte-Qwen2-7B-instruct
12. Linq-Embed-Mistral
13. SFR-Embedding-Mistral
14. EmbeddingGemma 300M
15. SFR-Embedding-2_R
16. Jina Embeddings V3
17. Multilingual E5 Large Instruct
18. stella_en_1.5B_v5
19. E5 Mistral 7B Instruct
20. Cohere embed-multilingual-v3.0
21. NV-Embed-v2
22. Snowflake Arctic Embed L V2.0
23. Gte Multilingual Base
24. Nomic Embed Text V2 MOE
25. BGE-M3