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