MTEB NFCorpus
29 models with a score. Leader: Qwen3 Embedding 8B with 41.4.
| Benchmark profile | |
|---|---|
| Task | Retrieval (en) |
| Metric | nDCG@10 |
| Direction | ↑ higher is better |
| Limitation | Ein Wert gilt fuer die gemessene Modellrevision und die volle Vektorlaenge; gekuerzte Laengen sind nicht gemessen (R-MESS). |
| Source | huggingface.co |
| Licence | CC0 — MTEB-Ergebnisse (embeddings-benchmark/results) |
Ranking (29)
No entry matches the filter.
| Model | Rank | Score | Developer | EU processing: InputEU in | EU processing: OutputEU out | all providers: Inputall in | all providers: Outputall out | Open weights | GPU memory (4-bit, derived)GPU memory |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3 Embedding 8B | 1 | 41.4 | Alibaba Cloud | €0.009 | – | €0.009 | – | ✓ yes | from 9 GB |
| voyage-3.5 | 2 | 39 | Voyage AI | – | – | – | – | – no | – |
| mxbai-embed-large-v1 | 3 | 38.7 | Mixedbread | – | – | – | – | ✓ yes | from 5 GB |
| E5-Mistral-7B | 4 | 38.6 | Microsoft | €0.02 | – | €0.02 | – | ✓ yes | from 8 GB |
| BGE Multilingual Gemma2 | 5 | 38.1 | BAAI | €0.01 | – | €0.01 | – | ✓ yes | from 10 GB |
| bge-large-en-v1.5 | 5 | 38.1 | BAAI | – | – | €0.009 | – | ✓ yes | from 5 GB |
| snowflake-arctic-embed-l | 7 | 37.7 | Snowflake | – | – | – | – | ✓ yes | from 5 GB |
| bge-base-en-v1.5 | 8 | 37.4 | BAAI | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| Qwen3-Embedding-0.6B | 9 | 36.7 | Alibaba Cloud | – | – | €0.011 | – | ✓ yes | from 5 GB |
| cohere-embed-multilingual-v3.0 | 10 | 36.4 | Cohere | – | – | €0.09 | – | – no | – |
| gte-multilingual-base | 10 | 36.4 | Alibaba Cloud | – | – | – | – | ✓ yes | from 5 GB |
| multilingual-e5-large-instruct | 12 | 36.3 | Microsoft | €0.03 | €0.02 | €0.009 | – | ✓ yes | from 5 GB |
| SNOWFLAKE ARCTIC-EMBED-M-V1.5 | 13 | 36.24 | Snowflake | – | – | €0.022 | – | ✓ yes | from 5 GB |
| snowflake-arctic-embed-m-long | 14 | 35.9 | Snowflake | – | – | – | – | ✓ yes | from 5 GB |
| snowflake-arctic-embed-m-v2.0 | 14 | 35.9 | Snowflake | – | – | €0.036 | – | ✓ yes | from 5 GB |
| snowflake-arctic-embed-l-v2.0 | 16 | 35.1 | Snowflake | – | – | – | – | ✓ yes | from 5 GB |
| nomic-embed-text-v1.5 | 17 | 34.7 | Nomic AI | – | – | – | – | ✓ yes | from 5 GB |
| bekko-embedding-v1-a25m | 18 | 34.3 | hotchpotch | – | – | – | – | ✓ yes | from 5 GB |
| intfloat/multilingual-e5-large | 19 | 34 | Microsoft | €0.0082 | – | €0.0082 | – | ✓ yes | from 5 GB |
| Amazon Titan Text Embeddings V2 | 20 | 33.9 | Amazon | – | – | – | – | – no | – |
| all-mpnet-base-v2 | 21 | 33.29 | – | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| bekko-embedding-v1-a8m | 22 | 33.2 | hotchpotch | – | – | – | – | ✓ yes | from 5 GB |
| All MiniLM L12 v2 | 23 | 32.25 | – | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| all-MiniLM-L6-v2 | 24 | 31.6 | – | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| BGE-M3 | 25 | 31.4 | BAAI | €0.0082 | – | €0.0082 | – | ✓ yes | from 5 GB |
| multilingual-e5-small | 26 | 31.1 | – | – | €0.0067 | – | ✓ yes | from 5 GB | |
| granite-embedding-311m-multilingual-r2 | 27 | 30.8 | IBM | – | – | – | – | ✓ yes | from 5 GB |
| granite-embedding-97m-multilingual-r2 | 28 | 29.4 | IBM | – | – | – | – | ✓ yes | from 5 GB |
| granite-embedding-278m-multilingual | 29 | 28.9 | IBM | – | – | – | – | ✓ yes | from 5 GB |
Equal scores share a rank. When filtering, the rank stays the position in the whole list. GPU memory “from …” is a lower bound (parameters × 0.55 GB + 4 GB). Prices: € per 1M tokens. Source: providers' pricing pages, read and checked by searchit. As of 7 Nov 2026.
Scores: MTEB NFCorpus, CC0 — MTEB-Ergebnisse (embeddings-benchmark/results). Taken unchanged from the source.