Compare Embeddings: Jina Embeddings v4, Jina Embeddings v3, Qwen3-Embedding-8B, Jina Embeddings v3

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

Compare Embedding Models