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Embedding Models

Overview of all 29 embedding models configured on this Meilisearch instance. Indexing times measured on 10,000 Best Buy product documents.

ModelProviderSourceDimensionsIndexing time (10k docs)
cohere-embed-english-light-v3.0Cohere
rest
38423s
cf-bge-small-en-v1.5Cloudflare
rest
38428s
cf-bge-base-en-v1.5Cloudflare
rest
76828s
cohere-embed-multilingual-light-v3.0Cohere
rest
38428s
cohere-embed-english-v3.0Cohere
rest
1024~30s
jina-colbert-v2Jina
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
153633s
cohere-embed-multilingual-v3.0Cohere
rest
102439s
hf-bge-small-en-v1.5HuggingFace (endpoint)
rest
38439s
openai-smallOpenAI
openAi
153649s
cf-bge-large-en-v1.5Cloudflare
rest
102459s
voyage-3-large
new
Voyage AI
rest
102459s
openai-largeOpenAI
openAi
30721m 9s
ms-bge-m3
new
Meilisearch
composite
10241m 14s
cf-embeddinggemma-300m
new
Cloudflare
rest
7681m 19s
jina-embeddings-v5-text-small
new
Jina
rest
10241m 30s
jina-embeddings-v3
new
Jina
rest
10241m 35s
jina-embeddings-v5-text-nano
new
Jina
rest
7682m 5s
hf-bge-m3HuggingFace (endpoint)
rest
10242m 6s
hf-mxbai-embed-largeHuggingFace (endpoint)
rest
10242m 46s
hf-zembed-1HuggingFace (endpoint)
rest
3m 1s
cf-qwen3-embedding-0.6b
new
Cloudflare
rest
10244m 3s
mistralMistral
rest
10245m 26s
gemini-embedding-001
new
Google
rest
30725m 49s
local-all-MiniLM-L6-v2HuggingFace (local)
huggingFace
38419m 53s
local-bge-small-en-v1.5HuggingFace (local)
huggingFace
38443m 40s
local-bge-base-en-v1.5HuggingFace (local)
huggingFace
768~120m