Best for Embeddings & Retrieval

All models2314Chat & Knowledge563Coding383Agents & Tool Use543Writing & Language361Vision & Documents397Image Generation & Editing184Video Generation148Speech & Voice358Embeddings & Retrieval688Decision models118Music & Sound29
Embeddings492Rerankers16Multimodal167Audio13Video0
ModelMVEB text videoDimensionsMax inputLanguagesPriceReleased
Qwen 3 VL Embedding 8BAlibaba (Qwen)Open
53.7
4,096 (or 64)33K tokens—$0.09 / 1M tokensJan 2026
Qwen 3 VL Embedding 2BAlibaba (Qwen)Open
52.6
2,048 (or 64)33K tokens—Jan 2026
LLCO Embedding Omni 7BLCO-EmbeddingOpen
51.8unstated
3,58433K tokens—Oct 2025
LLCO Embedding Omni 3BLCO-EmbeddingOpen
50.8unstated
2,04833K tokens—Oct 2025
zUME R1 7BzhibinlanOpen
46.7
3,58433K tokensenNov 2025
HE5 Omni 7BHaon-ChenOpen
46.5unstated
3,58433K tokens—Jan 2026
zUME R1 2BzhibinlanOpen
46.4
1,53633K tokensenNov 2025
Pe Av LargeMetaOpen
46.1
1,0241K tokens—Dec 2025
TOmniEmbed v0.1TevatronOpen
45.8unstated
—33K tokens—Apr 2025
eEbind Points Visionencord-teamOpen
44.8
—0K tokensenNov 2025
eEbind Audio Visionencord-teamOpen
44.8
—0K tokensenNov 2025
eEbind Fullencord-teamOpen
44.8unstated
—0K tokensenNov 2025
Jina Embeddings v5 Omni SmallJina AIOpen
44.4unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
Pe Av SmallMetaOpen
44.1
1,0241K tokens—Dec 2025
Pe Av BaseMetaOpen
43.7
1,0241K tokens—Dec 2025
HE5 Omni 3BHaon-ChenOpen
43.5unstated
2,04833K tokens—Jan 2026
Xclip Large Patch14MicrosoftOpen
41.5
7680K tokensenAug 2022
VVLM2Vec v2.0VLM2VecOpen
41
1,53633K tokensenApr 2025
Xclip Base Patch16MicrosoftOpen
38.8
5120K tokensenAug 2022
Omni Embed Nemotron 3BNVIDIAOpen
38.4
2,04833K tokensenOct 2025
Xclip Base Patch32MicrosoftOpen
38
5120K tokensenAug 2022
Jina Embeddings v5 Omni NanoJina AIOpen
36.2unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Qwen 2.5 Omni 7BAlibaba (Qwen)Open
18.9
—33K tokensenMar 2025
Qwen 2.5 Omni 3BAlibaba (Qwen)Open
17
—33K tokensenApr 2025