Best for embeddings
harrier-oss-v1-27b (microsoft) leads · 1 fresh board · its own leaderboard family · Text embeddings for search, clustering and retrieval.
10 of 10 models
| # | Model | Score#1s | ||
|---|---|---|---|---|
| 1 |  harrier-oss-v1-27b (microsoft)Microsofttop 10 on 1, #1 on 1 | 100.0 | 100.01 | 1 |
| 2 |  KaLM-Embedding-Gemma3-12B-2511 (tencent)Tencenttop 10 on 1 | 90.0 | 90.00 | 1 |
| 3 |  llama-embed-nemotron-8b (nvidia)Nvidiatop 10 on 1 | 80.0 | 80.00 | 1 |
| 4 |  Qwen3-Embedding-8B (Qwen)Alibabatop 10 on 1 | 70.0 | 70.00 | 1 |
| 5 |  gemini-embedding-001 (google)Googletop 10 on 1 | 60.0 | 60.00 | 1 |
| 6 | Qwen3-Embedding-4B (Qwen)Alibabatop 10 on 1 | 50.0 | 50.00 | 1 |
| 7 | Octen-Embedding-8B (Octen)Octentop 10 on 1 | 40.0 | 40.00 | 1 |
| 8 | F2LLM-v2-14B (codefuse-ai)Codefuse Aitop 10 on 1 | 30.0 | 30.00 | 1 |
| 9 | F2LLM-v2-8B (codefuse-ai)Codefuse Aitop 10 on 1 | 20.0 | 20.00 | 1 |
| 10 | harrier-oss-v1-0.6b (microsoft)Microsofttop 10 on 1 | 10.0 | 10.00 | 1 |
Boards
| Board | Score | ||
|---|---|---|---|
 MTEBMTEB#1 harrier-oss-v1-27b (microsoft) | harrier-oss-v1-27b (microsoft) | 74.3% | Sep 22, 2026 |
The wall
#1 with the vendor’s logo23 podium7 top 10 stale board, not countedArrow keys move, Enter opens
Sources: each leaderboard's own published results page, captured every day at 04:30 UTC. Scores exactly as each board published them; we run no evaluations. Logos via logo.dev; trademarks belong to their owners.