Compare Embeddings: Jina Embeddings v3, Jina Embeddings v4, Jina Embeddings v4, 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	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 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
SPECIFICATIONS
Max dimension	1K	2K	2K	1K
Max tokens	8K	33K	33K	8K
Parameters	559M	3.8B	3.8B	559M
License	CC BY-NC 4.0	Apache 2.0	Apache 2.0	CC BY-NC 4.0
EMBEDDING TYPES
Types	Dense	DenseLate	DenseLate	Dense
MATRYOSHKA DIMENSIONS
Available sizes	32641282565121024	12825651210242048	12825651210242048	32641282565121024
INPUT MODALITIES
Text	✓	✓	✓	✓
Image	—	✓	✓	—
PDF	—	✓	✓	—
OUTPUT TYPES
Single vector	✓	✓	✓	✓
Multi vector	—	✓	✓	—
LANGUAGE SUPPORT
Languages	🌍 89+	🌍 29+	🌍 29+	🌍 89+
PRICING
Per 1M tokens	$0.020	$0.050	$0.050	$0.020
BENCHMARKS
COIR	—	71.59	71.59	—
JINA VDR	—	84.11	84.11	—
LONGEMBED	55.66	67.11	67.11	55.66
MMTEB	58.58	66.49	66.49	58.58
MTEB EN	54.33	55.97	55.97	54.33
VIDORE	—	90.17	90.17	—

Compare Embedding Models