← 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
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
+Add
SPECIFICATIONS
Max dimension 4K 2K 2K
Max tokens 33K 33K 32K
Parameters 8B 3.8B —
License Apache 2.0 Apache 2.0 Proprietary
EMBEDDING TYPES
Types
Dense
DenseLate
Dense
MATRYOSHKA DIMENSIONS
Available sizes
3264128256512102420484096
12825651210242048
25651210242048
INPUT MODALITIES
Text ✓ ✓ ✓
Image — ✓ —
PDF — ✓ —
OUTPUT TYPES
Single vector ✓ ✓ ✓
Multi vector — ✓ —
LANGUAGE SUPPORT
Languages 🌍 100+ 🌍 29+ 🌍 Multi
PRICING
Per 1M tokens — $0.050 —
BENCHMARKS
CMTEB CHINESE 73.84 — —
COIR — 71.59 —
JINA VDR — 84.11 —
LONGEMBED — 67.11 —
MMTEB — 66.49 —
MTEB EN — 55.97 —
MTEB EN V2 75.22 — —
MTEB MULTILINGUAL 70.58 — —
VIDORE — 90.17 —