Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB Img · Image ClassificationDimensionsMax inputPriceReleased
QEVA02 CLIP B 16QuanSunOpen
86unstated
—0K tokensApr 2023
Siglip So400m Patch14 384GoogleOpen
84.6
1,1520K tokensJan 2024
Siglip Large Patch16 384GoogleOpen
83.7
1,0240K tokensJan 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
83.6
1,2800K tokensJan 2023
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
82.8
—0K tokensMar 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
82.5
1,0240K tokensSep 2022
Siglip Large Patch16 256GoogleOpen
82.5
1,0240K tokensJan 2024
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
82
7680K tokensApr 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
81.2
7680K tokensSep 2022
Siglip Base Patch16 512GoogleOpen
80.9
—0K tokensJan 2024
Siglip Base Patch16 384GoogleOpen
80.6
—0K tokensJan 2024
Clip Vit Large Patch14OpenAIOpen
80.1
7680K tokensFeb 2021
Siglip Base Patch16 256GoogleOpen
79.7
—0K tokensJan 2024
Siglip Base Patch16 224GoogleOpen
79.3
7680K tokensJan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
78.9
—0K tokensJan 2024
Dinov2 GiantMetaOpen
78.9
1,536—Jul 2023
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
78.6
—0K tokensApr 2023
Dinov2 LargeMetaOpen
78
1,024—Jul 2023
Dinov2 BaseMetaOpen
76.6
768—Jul 2023
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
75.8
—0K tokensApr 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
75.6
5120K tokensSep 2022
Jina Embeddings v5 Omni SmallJina AIOpen
75.3unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
Clip Vit Base Patch16OpenAIOpen
75
5120K tokensFeb 2021
rE5 VroyokongOpen
74.5
—8K tokensJul 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
73.9
4,096—Mar 2024
Dinov2 SmallMetaOpen
73.6
384—Jul 2023
SBlip2 Opt 2.7BSalesforceOpen
72.9
2,560—Mar 2024
dDNA VL STEER 2BdnotitiaOpen
72.6
2,048 (or 64)33K tokensAug 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
71.3
—33K tokens$0.12 / 1M tokensNov 2024
kAlign BasekakaobrainOpen
71.2
7680K tokensFeb 2023
Clip Vit Base Patch32OpenAIOpen
71.1
5120K tokensFeb 2021
SBlip Itm Large CocoSalesforceOpen
70.8
7681K tokensAug 2023
Bge Visualized BaseBAAIOpen
70.4
—8K tokensJun 2024
SBlip Itm Large FlickrSalesforceOpen
69.4
7681K tokensAug 2023
Jina Clip v1Jina AIOpen
69
—8K tokens$0.05 / 1M tokensMay 2024
SBlip Itm Base CocoSalesforceOpen
67.2
7681K tokensAug 2023
nNomic Embed Vision v1.5nomic-aiOpen
66.7
—2K tokensJun 2024
Jina Embeddings v5 Omni NanoJina AIOpen
66.6unstated
7688K tokens$0.02 / 1M tokensApr 2026
SBlip Image Captioning LargeSalesforceOpen
66.4
7681K tokensDec 2023
SBlip Itm Base FlickrSalesforceOpen
64.8
7681K tokensAug 2023
nMoco v3 Vit Lnyu-visionxOpen
62.7
——Jun 2024
TVLM2Vec LoRATIGER-LabOpen
62
3,072131K tokensOct 2024
TVLM2Vec FullTIGER-LabOpen
62
3,072131K tokensOct 2024
nMoco v3 Vit Bnyu-visionxOpen
61.3
——Jun 2024
SBlip Image Captioning BaseSalesforceOpen
58.2
7681K tokensAug 2023