ModelMVEB videoDimensionsMax inputLanguagesPriceReleased
Qwen 3 VL Embedding 8BAlibaba (Qwen)Open
66.3
4,096 (or 64)33K tokens—$0.09 / 1M tokensJan 2026
Qwen 3 VL Embedding 2BAlibaba (Qwen)Open
65.6
2,048 (or 64)33K tokens—Jan 2026
LLCO Embedding Omni 3BLCO-EmbeddingOpen
65.1unstated
2,04833K tokens—Oct 2025
LLCO Embedding Omni 7BLCO-EmbeddingOpen
65unstated
3,58433K tokens—Oct 2025
Xclip Large Patch14MicrosoftOpen
62.3
7680K tokensenAug 2022
62unstated
2,04833K tokensen, es, Estonian +80Apr 2026
TOmniEmbed v0.1TevatronOpen
61.3unstated
—33K tokens—Apr 2025
zUME R1 7BzhibinlanOpen
61.2
3,58433K tokensenNov 2025
zUME R1 2BzhibinlanOpen
61.2
1,53633K tokensenNov 2025
Xclip Base Patch16MicrosoftOpen
59.8
5120K tokensenAug 2022
59.7unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
eEbind Points Visionencord-teamOpen
59.4
—0K tokensenNov 2025
eEbind Audio Visionencord-teamOpen
59.4
—0K tokensenNov 2025
eEbind Fullencord-teamOpen
59.4unstated
—0K tokensenNov 2025
HE5 Omni 7BHaon-ChenOpen
59.4unstated
3,58433K tokens—Jan 2026
HE5 Omni 3BHaon-ChenOpen
59.3unstated
2,04833K tokens—Jan 2026
Pe Av LargeMetaOpen
59.2
1,0241K tokens—Dec 2025
58.8
2,04833K tokensenOct 2025
Pe Av BaseMetaOpen
58.2
1,0241K tokens—Dec 2025
Xclip Base Patch32MicrosoftOpen
57.6
5120K tokensenAug 2022
Pe Av SmallMetaOpen
57.6
1,0241K tokens—Dec 2025
VVLM2Vec v2.0VLM2VecOpen
56.8
1,53633K tokensenApr 2025
52.5unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Qwen 2.5 Omni 7BAlibaba (Qwen)Open
36.6
—33K tokensenMar 2025
Qwen 2.5 Omni 3BAlibaba (Qwen)Open
36.4
—33K tokensenApr 2025