Compare Embeddings: Linq-Embed-Mistral, Jina Embeddings v3, Jina Embeddings v3, Qwen3-Embedding-8B

	Linq-Embed-Mistral▾ 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 Linq-Embed-MistralLinq AI	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	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	Qwen3-Embedding-8B▾ 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 Qwen3-Embedding-8BQwen
SPECIFICATIONS
Max dimension	4K	1K	1K	4K
Max tokens	4K	8K	8K	33K
Parameters	7B	559M	559M	8B
License	Apache 2.0	CC BY-NC 4.0	CC BY-NC 4.0	Apache 2.0
EMBEDDING TYPES
Types	Dense	Dense	Dense	Dense
MATRYOSHKA DIMENSIONS
Available sizes	—	32641282565121024	32641282565121024	3264128256512102420484096
INPUT MODALITIES
Text	✓	✓	✓	✓
Image	—	—	—	—
PDF	—	—	—	—
OUTPUT TYPES
Single vector	✓	✓	✓	✓
Multi vector	—	—	—	—
LANGUAGE SUPPORT
Languages	🌍 Multi	🌍 89+	🌍 89+	🌍 100+
PRICING
Per 1M tokens	—	$0.020	$0.020	—
BENCHMARKS
CMTEB CHINESE	—	—	—	73.84
LONGEMBED	—	55.66	55.66	—
MMTEB	—	58.58	58.58	—
MTEB AVG	68.20	—	—	—
MTEB EN	—	54.33	54.33	—
MTEB EN V2	—	—	—	75.22
MTEB MULTILINGUAL	—	—	—	70.58
MTEB RETRIEVAL	60.20	—	—	—

Compare Embedding Models