MTEB LegalQuAD
44 models with a score. Leader: most-embed-de with 76.2.
| Benchmark profile | |
|---|---|
| Task | Retrieval (de) |
| 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 (44)
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 |
|---|---|---|---|---|---|---|---|---|---|
| most-embed-de | 1 | 76.2 | malteos | – | – | – | – | ✓ yes | from 5 GB |
| Voyage 4 large | 2 | 72.1 | Voyage AI | – | – | – | – | – no | – |
| Cohere Embed 4 | 3 | 71.8 | Cohere | – | – | €0.11 | – | – no | – |
| Voyage 4 | 4 | 70.8 | Voyage AI | – | – | – | – | – no | – |
| Voyage 4 lite | 5 | 67.7 | Voyage AI | – | – | – | – | – no | – |
| Qwen3 Embedding 8B | 6 | 66.8 | Alibaba Cloud | €0.009 | – | €0.009 | – | ✓ yes | from 9 GB |
| gemini-embedding-001 | 7 | 65.5 | – | – | €0.067 | – | – no | – | |
| snowflake-arctic-embed-l-v2.0 | 7 | 65.5 | Snowflake | – | – | – | – | ✓ yes | from 5 GB |
| voyage-3.5 | 9 | 65.4 | Voyage AI | – | – | – | – | – no | – |
| snowflake-arctic-embed-m-v2.0 | 10 | 58 | Snowflake | – | – | €0.036 | – | ✓ yes | from 5 GB |
| text-embedding-3-large | 11 | 56.3 | OpenAI | €0.13 | – | €0.13 | – | – no | – |
| bekko-embedding-v1-a25m | 12 | 55.8 | hotchpotch | – | – | – | – | ✓ yes | from 5 GB |
| text-embedding-3-small | 13 | 54.8 | OpenAI | €0.02 | – | €0.02 | – | – no | – |
| bekko-embedding-v1-a8m | 14 | 52.3 | hotchpotch | – | – | – | – | ✓ yes | from 5 GB |
| nomic-embed-text-v2-moe | 15 | 51.7 | Nomic AI | – | – | – | – | ✓ yes | from 5 GB |
| multilingual-e5-large-instruct | 16 | 51.2 | Microsoft | €0.03 | €0.02 | €0.009 | – | ✓ yes | from 5 GB |
| BGE-M3 | 17 | 50.4 | BAAI | €0.0082 | – | €0.0082 | – | ✓ yes | from 5 GB |
| text-embedding-004 | 18 | 48.6 | – | – | – | – | – no | – | |
| multilingual-e5-small | 19 | 47.8 | – | – | €0.0067 | – | ✓ yes | from 5 GB | |
| cohere-embed-multilingual-v3.0 | 20 | 46.8 | Cohere | – | – | €0.09 | – | – no | – |
| gte-multilingual-base | 21 | 45.7 | Alibaba Cloud | – | – | – | – | ✓ yes | from 5 GB |
| text-embedding-005 | 22 | 45.2 | – | – | – | – | – no | – | |
| E5-Mistral-7B | 23 | 44.4 | Microsoft | €0.02 | – | €0.02 | – | ✓ yes | from 8 GB |
| intfloat/multilingual-e5-large | 24 | 43.2 | Microsoft | €0.0082 | – | €0.0082 | – | ✓ yes | from 5 GB |
| granite-embedding-311m-multilingual-r2 | 25 | 37.8 | IBM | – | – | – | – | ✓ yes | from 5 GB |
| granite-embedding-278m-multilingual | 26 | 36.8 | IBM | – | – | – | – | ✓ yes | from 5 GB |
| granite-embedding-97m-multilingual-r2 | 27 | 34.3 | IBM | – | – | – | – | ✓ yes | from 5 GB |
| e5-large-v2 | 28 | 27.18 | – | – | – | €0.009 | – | ✓ yes | from 5 GB |
| Gemini Embedding 2 Preview | 29 | 26.41 | – | – | €0.22 | €0.22 | – no | – | |
| Cohere Embed 3 Model - English | 30 | 25.77 | Cohere | – | – | €0.09 | – | – | – |
| e5-base-v2 | 31 | 22.32 | – | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| snowflake-arctic-embed-l | 32 | 21 | Snowflake | – | – | – | – | ✓ yes | from 5 GB |
| gte-large | 33 | 19.82 | – | – | – | €0.009 | – | ✓ yes | from 5 GB |
| bge-large-en-v1.5 | 34 | 16.6 | BAAI | – | – | €0.009 | – | ✓ yes | from 5 GB |
| mxbai-embed-large-v1 | 35 | 16.4 | Mixedbread | – | – | – | – | ✓ yes | from 5 GB |
| bge-base-en-v1.5 | 36 | 16 | BAAI | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| gte-base | 37 | 15.71 | – | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| SNOWFLAKE ARCTIC-EMBED-M-V1.5 | 38 | 12.59 | Snowflake | – | – | €0.022 | – | ✓ yes | from 5 GB |
| all-MiniLM-L6-v2 | 39 | 11.8 | – | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| all-mpnet-base-v2 | 40 | 10.67 | – | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| snowflake-arctic-embed-m-long | 41 | 9.1 | Snowflake | – | – | – | – | ✓ yes | from 5 GB |
| nomic-embed-text-v1.5 | 42 | 9 | Nomic AI | – | – | – | – | ✓ yes | from 5 GB |
| All MiniLM L12 v2 | 43 | 7.44 | – | – | – | €0.0045 | – | ✓ yes | from 5 GB |
| text2vec-base-chinese | 44 | 3.01 | – | – | – | €0.0045 | – | ✓ 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 LegalQuAD, CC0 — MTEB-Ergebnisse (embeddings-benchmark/results). Taken unchanged from the source.