Compare Embeddings: Qwen3-Embedding-8B, Jina Embeddings v3, Jina Embeddings v4, LFM2-ColBERT-350M

	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	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 v4▾ ✓ 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 v4Jina AI	LFM2-ColBERT-350M▾ 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 LFM2-ColBERT-350MLiquid AI
SPECIFICATIONS
Max dimension	4K	1K	2K	—
Max tokens	33K	8K	33K	—
Parameters	8B	559M	3.8B	350M
License	Apache 2.0	CC BY-NC 4.0	Apache 2.0	Apache 2.0
EMBEDDING TYPES
Types	Dense	Dense	DenseLate	LateColBERT
MATRYOSHKA DIMENSIONS
Available sizes	3264128256512102420484096	32641282565121024	12825651210242048	—
INPUT MODALITIES
Text	✓	✓	✓	✓
Image	—	—	✓	—
PDF	—	—	✓	—
OUTPUT TYPES
Single vector	✓	✓	✓	—
Multi vector	—	—	✓	✓
LANGUAGE SUPPORT
Languages	🌍 100+	🌍 89+	🌍 29+	🌍 Multi
PRICING
Per 1M tokens	—	$0.020	$0.050	—
BENCHMARKS
CMTEB CHINESE	73.84	—	—	—
COIR	—	—	71.59	—
JINA VDR	—	—	84.11	—
LONGEMBED	—	55.66	67.11	—
MMTEB	—	58.58	66.49	—
MTEB EN	—	54.33	55.97	—
MTEB EN V2	75.22	—	—	—
MTEB MULTILINGUAL	70.58	—	—	—
VIDORE	—	—	90.17	—

Compare Embedding Models