ModelMVEB video (task avg)DimensionsMax inputLanguagesPriceReleased
Qwen 3 VL Embedding 8BAlibaba (Qwen)Open
63.5
4,096 (or 64)33K tokens—$0.09 / 1M tokensJan 2026
Qwen 3 VL Embedding 2BAlibaba (Qwen)Open
62.3
2,048 (or 64)33K tokens—Jan 2026
LLCO Embedding Omni 7BLCO-EmbeddingOpen
61.7unstated
3,58433K tokens—Oct 2025
LLCO Embedding Omni 3BLCO-EmbeddingOpen
61.6unstated
2,04833K tokens—Oct 2025
Xclip Large Patch14MicrosoftOpen
58.6
7680K tokensenAug 2022
58unstated
2,04833K tokensen, es, Estonian +80Apr 2026
TOmniEmbed v0.1TevatronOpen
57.9unstated
—33K tokens—Apr 2025
zUME R1 7BzhibinlanOpen
57.5
3,58433K tokensenNov 2025
zUME R1 2BzhibinlanOpen
57.4
1,53633K tokensenNov 2025
eEbind Points Visionencord-teamOpen
55.8
—0K tokensenNov 2025
eEbind Audio Visionencord-teamOpen
55.8
—0K tokensenNov 2025
eEbind Fullencord-teamOpen
55.8unstated
—0K tokensenNov 2025
HE5 Omni 7BHaon-ChenOpen
55.7unstated
3,58433K tokens—Jan 2026
HE5 Omni 3BHaon-ChenOpen
55.7unstated
2,04833K tokens—Jan 2026
Xclip Base Patch16MicrosoftOpen
55.6
5120K tokensenAug 2022
Pe Av LargeMetaOpen
55.2
1,0241K tokens—Dec 2025
55.2unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
54.7
2,04833K tokensenOct 2025
Pe Av BaseMetaOpen
53.8
1,0241K tokens—Dec 2025
Pe Av SmallMetaOpen
53.3
1,0241K tokens—Dec 2025
Xclip Base Patch32MicrosoftOpen
53
5120K tokensenAug 2022
VVLM2Vec v2.0VLM2VecOpen
52.9
1,53633K tokensenApr 2025
48.9unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Qwen 2.5 Omni 7BAlibaba (Qwen)Open
30.7
—33K tokensenMar 2025
Qwen 2.5 Omni 3BAlibaba (Qwen)Open
30.1
—33K tokensenApr 2025