← Back to Models

Compare Embedding Models

Side-by-side comparison of embedding model specifications

Cohere Embed 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
Cohere Embed v4Cohere
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 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
Cohere Embed v4Cohere
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 2K 1K 2K —
Max tokens 128K 8K 128K —
Parameters — 559M — 350M
License Proprietary CC BY-NC 4.0 Proprietary Apache 2.0
EMBEDDING TYPES
Types
Dense
Dense
Dense
LateColBERT
MATRYOSHKA DIMENSIONS
Available sizes
25651210241536
32641282565121024
25651210241536
—
INPUT MODALITIES
Text ✓ ✓ ✓ ✓
Image ✓ — ✓ —
PDF ✓ — ✓ —
OUTPUT TYPES
Single vector ✓ ✓ ✓ —
Multi vector — — — ✓
LANGUAGE SUPPORT
Languages 🌍 100+ 🌍 89+ 🌍 100+ 🌍 Multi
PRICING
Per 1M tokens — $0.020 — —
BENCHMARKS
LONGEMBED — 55.66 — —
MMTEB — 58.58 — —
MTEB EN — 54.33 — —