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Overview of all 29 embedding models configured on this Meilisearch instance. Indexing times measured on 10,000 Best Buy product documents.
| Model | Provider | Source | Dimensions | Indexing time (10k docs) |
|---|---|---|---|---|
| cohere-embed-english-light-v3.0 | Cohere | rest | 384 | 23s |
| cf-bge-small-en-v1.5 | Cloudflare | rest | 384 | 28s |
| cf-bge-base-en-v1.5 | Cloudflare | rest | 768 | 28s |
| cohere-embed-multilingual-light-v3.0 | Cohere | rest | 384 | 28s |
| cohere-embed-english-v3.0 | Cohere | rest | 1024 | ~30s |
| jina-colbert-v2 | Jina | rest | 128 | ~30s |
| voyage-3.5-lite new | Voyage AI | rest | 1024 | ~30s |
| voyage-3.5 new | Voyage AI | rest | 1024 | ~30s |
| cohere-embed-v4.0 new | Cohere | rest | 1536 | 33s |
| cohere-embed-multilingual-v3.0 | Cohere | rest | 1024 | 39s |
| hf-bge-small-en-v1.5 | HuggingFace (endpoint) | rest | 384 | 39s |
| openai-small | OpenAI | openAi | 1536 | 49s |
| cf-bge-large-en-v1.5 | Cloudflare | rest | 1024 | 59s |
| voyage-3-large new | Voyage AI | rest | 1024 | 59s |
| openai-large | OpenAI | openAi | 3072 | 1m 9s |
| ms-bge-m3 new | Meilisearch | composite | 1024 | 1m 14s |
| cf-embeddinggemma-300m new | Cloudflare | rest | 768 | 1m 19s |
| jina-embeddings-v5-text-small new | Jina | rest | 1024 | 1m 30s |
| jina-embeddings-v3 new | Jina | rest | 1024 | 1m 35s |
| jina-embeddings-v5-text-nano new | Jina | rest | 768 | 2m 5s |
| hf-bge-m3 | HuggingFace (endpoint) | rest | 1024 | 2m 6s |
| hf-mxbai-embed-large | HuggingFace (endpoint) | rest | 1024 | 2m 46s |
| hf-zembed-1 | HuggingFace (endpoint) | rest | — | 3m 1s |
| cf-qwen3-embedding-0.6b new | Cloudflare | rest | 1024 | 4m 3s |
| mistral | Mistral | rest | 1024 | 5m 26s |
| gemini-embedding-001 new | rest | 3072 | 5m 49s | |
| local-all-MiniLM-L6-v2 | HuggingFace (local) | huggingFace | 384 | 19m 53s |
| local-bge-small-en-v1.5 | HuggingFace (local) | huggingFace | 384 | 43m 40s |
| local-bge-base-en-v1.5 | HuggingFace (local) | huggingFace | 768 | ~120m |
