← Back to Models

Compare Embedding Models

Side-by-side comparison of embedding model specifications

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 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
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 4K 2K 1K —
Max tokens 33K 33K 8K —
Parameters 8B 3.8B 559M 350M
License Apache 2.0 Apache 2.0 CC BY-NC 4.0 Apache 2.0
EMBEDDING TYPES
Types
Dense
DenseLate
Dense
LateColBERT
MATRYOSHKA DIMENSIONS
Available sizes
3264128256512102420484096
12825651210242048
32641282565121024
—
INPUT MODALITIES
Text ✓ ✓ ✓ ✓
Image — ✓ — —
PDF — ✓ — —
OUTPUT TYPES
Single vector ✓ ✓ ✓ —
Multi vector — ✓ — ✓
LANGUAGE SUPPORT
Languages 🌍 100+ 🌍 29+ 🌍 89+ 🌍 Multi
PRICING
Per 1M tokens — $0.050 $0.020 —
BENCHMARKS
CMTEB CHINESE 73.84 — — —
COIR — 71.59 — —
JINA VDR — 84.11 — —
LONGEMBED — 67.11 55.66 —
MMTEB — 66.49 58.58 —
MTEB EN — 55.97 54.33 —
MTEB EN V2 75.22 — — —
MTEB MULTILINGUAL 70.58 — — —
VIDORE — 90.17 — —