Compare Embeddings: Jina Embeddings v3, Cohere Embed English v3, Cohere Embed English v3, Jina Embeddings v3

	Jina Embeddings v3▾ Jina Embeddings v4 ✓ Jina Embeddings v3 Qwen3-Embedding-8B Gemini Embedding 001 mxbai-embed-large-v1 Cohere Embed v4 Cohere Embed English v3 Cohere Embed Multilingual v3 Voyage 3 Large GTE-Qwen2-7B-instruct Linq-Embed-Mistral LFM2-ColBERT-350M Jina Embeddings v3Jina AI	Cohere Embed English v3▾ Jina Embeddings v4 Jina Embeddings v3 Qwen3-Embedding-8B Gemini Embedding 001 mxbai-embed-large-v1 Cohere Embed v4 ✓ Cohere Embed English v3 Cohere Embed Multilingual v3 Voyage 3 Large GTE-Qwen2-7B-instruct Linq-Embed-Mistral LFM2-ColBERT-350M Cohere Embed English v3Cohere	Cohere Embed English v3▾ Jina Embeddings v4 Jina Embeddings v3 Qwen3-Embedding-8B Gemini Embedding 001 mxbai-embed-large-v1 Cohere Embed v4 ✓ Cohere Embed English v3 Cohere Embed Multilingual v3 Voyage 3 Large GTE-Qwen2-7B-instruct Linq-Embed-Mistral LFM2-ColBERT-350M Cohere Embed English v3Cohere	Jina Embeddings v3▾ Jina Embeddings v4 ✓ Jina Embeddings v3 Qwen3-Embedding-8B Gemini Embedding 001 mxbai-embed-large-v1 Cohere Embed v4 Cohere Embed English v3 Cohere Embed Multilingual v3 Voyage 3 Large GTE-Qwen2-7B-instruct Linq-Embed-Mistral LFM2-ColBERT-350M Jina Embeddings v3Jina AI
SPECIFICATIONS
Max dimension	1K	1K	1K	1K
Max tokens	8K	512	512	8K
Parameters	559M	—	—	559M
License	CC BY-NC 4.0	Proprietary	Proprietary	CC BY-NC 4.0
EMBEDDING TYPES
Types	Dense	Dense	Dense	Dense
MATRYOSHKA DIMENSIONS
Available sizes	32641282565121024	—	—	32641282565121024
INPUT MODALITIES
Text	✓	✓	✓	✓
Image	—	✓	✓	—
PDF	—	—	—	—
OUTPUT TYPES
Single vector	✓	✓	✓	✓
Multi vector	—	—	—	—
LANGUAGE SUPPORT
Languages	🌍 89+	—	—	🌍 89+
PRICING
Per 1M tokens	$0.020	—	—	$0.020
BENCHMARKS
LONGEMBED	55.66	—	—	55.66
MMTEB	58.58	—	—	58.58
MTEB AVG	—	64.47	64.47	—
MTEB EN	54.33	—	—	54.33
MTEB RETRIEVAL	—	55.00	55.00	—

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