ModelMVEB text video · Video Centric QADimensionsMax inputLanguagesPriceReleased
LLCO Embedding Omni 3BLCO-EmbeddingOpen
32.8unstated
2,04833K tokens—Oct 2025
LLCO Embedding Omni 7BLCO-EmbeddingOpen
30.8unstated
3,58433K tokens—Oct 2025
VVLM2Vec v2.0VLM2VecOpen
29.1
1,53633K tokensenApr 2025
HE5 Omni 3BHaon-ChenOpen
28.3unstated
2,04833K tokens—Jan 2026
Qwen 3 VL Embedding 8BAlibaba (Qwen)Open
27.3
4,096 (or 64)33K tokens—$0.09 / 1M tokensJan 2026
26.9unstated
2,04833K tokensen, es, Estonian +80Apr 2026
Qwen 3 VL Embedding 2BAlibaba (Qwen)Open
26.7
2,048 (or 64)33K tokens—Jan 2026
zUME R1 7BzhibinlanOpen
26.7
3,58433K tokensenNov 2025
HE5 Omni 7BHaon-ChenOpen
26.5unstated
3,58433K tokens—Jan 2026
Xclip Base Patch32MicrosoftOpen
26.5
5120K tokensenAug 2022
Pe Av LargeMetaOpen
26.3
1,0241K tokens—Dec 2025
26.3unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
TOmniEmbed v0.1TevatronOpen
25.9unstated
—33K tokens—Apr 2025
Qwen 2.5 Omni 7BAlibaba (Qwen)Open
25.1
—33K tokensenMar 2025
Pe Av BaseMetaOpen
25.1
1,0241K tokens—Dec 2025
25.1
2,04833K tokensenOct 2025
zUME R1 2BzhibinlanOpen
25.1
1,53633K tokensenNov 2025
25unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Qwen 2.5 Omni 3BAlibaba (Qwen)Open
24.4
—33K tokensenApr 2025
Xclip Large Patch14MicrosoftOpen
24.2
7680K tokensenAug 2022
Pe Av SmallMetaOpen
23.6
1,0241K tokens—Dec 2025
Xclip Base Patch16MicrosoftOpen
22.4
5120K tokensenAug 2022
eEbind Audio Visionencord-teamOpen
22.2
—0K tokensenNov 2025
eEbind Fullencord-teamOpen
22.2unstated
—0K tokensenNov 2025
eEbind Points Visionencord-teamOpen
22.2
—0K tokensenNov 2025