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Side-by-side comparison of embedding model specifications

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