Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB lite · Image ClusteringDimensionsMax inputPriceReleased
QEVA02 CLIP B 16QuanSunOpen
87.3unstated
—0K tokensApr 2023
Jina Embeddings v5 Omni SmallJina AIOpen
83.2unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
eEbind Fullencord-teamOpen
82.3unstated
—0K tokensNov 2025
Dinov2 LargeMetaOpen
81.7
1,024—Jul 2023
Dinov2 GiantMetaOpen
81.4
1,536—Jul 2023
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
80.8
1,2800K tokensJan 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
80.4
7680K tokensApr 2023
LLCO Embedding Omni 7BLCO-EmbeddingOpen
80.1unstated
3,58433K tokensOct 2025
Dinov2 BaseMetaOpen
80
768—Jul 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
79.3
1,0240K tokensSep 2022
Dinov2 SmallMetaOpen
79
384—Jul 2023
EmbeddingGemma 2GoogleOpen
78.7unstated
5128K tokens$0.02 / 1M tokensOct 2026
LLCO Embedding Omni 3BLCO-EmbeddingOpen
78.7unstated
2,04833K tokensOct 2025
nNomic Embed Vision v1.5nomic-aiOpen
76.9
—2K tokensJun 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
76.8
—0K tokensMar 2023
VVoyage Multimodal 3Voyage AI (MongoDB)
76.6
—33K tokens$0.12 / 1M tokensNov 2024
Siglip Large Patch16 256GoogleOpen
76.5
1,0240K tokensJan 2024
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
76.4
7680K tokensSep 2022
Siglip So400m Patch14 384GoogleOpen
75.9
1,1520K tokensJan 2024
dDNA VL STEER 2BdnotitiaOpen
75.4
2,048 (or 64)33K tokensAug 2026
Siglip Large Patch16 384GoogleOpen
75.2
1,0240K tokensJan 2024
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
73.6
—0K tokensApr 2023
HE5 Omni 7BHaon-ChenOpen
73.3unstated
3,58433K tokensJan 2026
Siglip Base Patch16 384GoogleOpen
72.2
—0K tokensJan 2024
Clip Vit Large Patch14OpenAIOpen
71.3
7680K tokensFeb 2021
TOmniEmbed v0.1TevatronOpen
70.6unstated
—33K tokensApr 2025
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
70.3
—0K tokensApr 2023
nMoco v3 Vit Bnyu-visionxOpen
70.2
——Jun 2024
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
70
5120K tokensSep 2022
nMoco v3 Vit Lnyu-visionxOpen
69.9
——Jun 2024
Siglip Base Patch16 512GoogleOpen
69.7
—0K tokensJan 2024
Siglip Base Patch16 256GoogleOpen
69.6
—0K tokensJan 2024
Siglip Base Patch16 224GoogleOpen
68.4
7680K tokensJan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
68.2
—0K tokensJan 2024
HE5 Omni 3BHaon-ChenOpen
68unstated
2,04833K tokensJan 2026
TVLM2Vec LoRATIGER-LabOpen
66.3
3,072131K tokensOct 2024
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
66.2unstated
2,04833K tokensApr 2026
SBlip Itm Large CocoSalesforceOpen
65.9
7681K tokensAug 2023
TVLM2Vec FullTIGER-LabOpen
65.4
3,072131K tokensOct 2024
SBlip Itm Large FlickrSalesforceOpen
64.6
7681K tokensAug 2023
SBlip Image Captioning LargeSalesforceOpen
64.6
7681K tokensDec 2023
SBlip Itm Base CocoSalesforceOpen
64.2
7681K tokensAug 2023
Clip Vit Base Patch16OpenAIOpen
63.1
5120K tokensFeb 2021
Bge Visualized BaseBAAIOpen
61.3
—8K tokensJun 2024
SBlip Itm Base FlickrSalesforceOpen
60.5
7681K tokensAug 2023
Jina Embeddings v5 Omni NanoJina AIOpen
60.5unstated
7688K tokens$0.02 / 1M tokensApr 2026
Clip Vit Base Patch32OpenAIOpen
57.2
5120K tokensFeb 2021
Jina Clip v1Jina AIOpen
57.1
—8K tokens$0.05 / 1M tokensMay 2024
kAlign BasekakaobrainOpen
54.5
7680K tokensFeb 2023
SBlip Image Captioning BaseSalesforceOpen
53.3
7681K tokensAug 2023
rE5 VroyokongOpen
51.7
—8K tokensJul 2024
SBlip2 Opt 2.7BSalesforceOpen
47.1
2,560—Mar 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
39.9
4,096—Mar 2024