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Compare Embedding Models

Side-by-side comparison of embedding model specifications

Voyage 3 Large▾
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
Voyage 3 LargeVoyage 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
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
Cohere Embed Multilingual 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
Cohere Embed Multilingual v3Cohere
SPECIFICATIONS
Max dimension 2K — 1K 1K
Max tokens 32K — 8K 512
Parameters — 350M 559M —
License Proprietary Apache 2.0 CC BY-NC 4.0 Proprietary
EMBEDDING TYPES
Types
Dense
LateColBERT
Dense
Dense
MATRYOSHKA DIMENSIONS
Available sizes
25651210242048
—
32641282565121024
—
INPUT MODALITIES
Text ✓ ✓ ✓ ✓
Image — — — ✓
PDF — — — —
OUTPUT TYPES
Single vector ✓ — ✓ ✓
Multi vector — ✓ — —
LANGUAGE SUPPORT
Languages 🌍 Multi 🌍 Multi 🌍 89+ 🌍 100+
PRICING
Per 1M tokens — — $0.020 —
BENCHMARKS
LONGEMBED — — 55.66 —
MMTEB — — 58.58 —
MTEB EN — — 54.33 —