Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB Img · Any-to-any RetrievalDimensionsMax inputPriceReleased
QEVA02 CLIP B 16QuanSunOpen
43.2unstated
—0K tokensApr 2023
Siglip So400m Patch14 384GoogleOpen
41.6
1,1520K tokensJan 2024
Siglip Large Patch16 384GoogleOpen
41.4
1,0240K tokensJan 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
41.2
1,2800K tokensJan 2023
Dinov2 GiantMetaOpen
40.8
1,536—Jul 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
40.2
1,0240K tokensSep 2022
Dinov2 LargeMetaOpen
39.9
1,024—Jul 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
39.8
7680K tokensApr 2023
Siglip Large Patch16 256GoogleOpen
39.6
1,0240K tokensJan 2024
Siglip Base Patch16 512GoogleOpen
39.6
—0K tokensJan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
39.4
—0K tokensMar 2023
Siglip Base Patch16 384GoogleOpen
39
—0K tokensJan 2024
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
38.5
7680K tokensSep 2022
dDNA VL STEER 2BdnotitiaOpen
38.1
2,048 (or 64)33K tokensAug 2026
Siglip Base Patch16 256GoogleOpen
38
—0K tokensJan 2024
Siglip Base Patch16 224GoogleOpen
37.7
7680K tokensJan 2024
Dinov2 BaseMetaOpen
37.5
768—Jul 2023
Jina Embeddings v5 Omni SmallJina AIOpen
37.3unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
37.2
—0K tokensApr 2023
Siglip Base Patch16 256 MultilingualGoogleOpen
36.7
—0K tokensJan 2024
Clip Vit Large Patch14OpenAIOpen
35.1
7680K tokensFeb 2021
Dinov2 SmallMetaOpen
34.7
384—Jul 2023
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
34.2
—0K tokensApr 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
33.9
5120K tokensSep 2022
SBlip Itm Large CocoSalesforceOpen
33.6
7681K tokensAug 2023
nNomic Embed Vision v1.5nomic-aiOpen
33.2
—2K tokensJun 2024
SBlip Itm Large FlickrSalesforceOpen
33.1
7681K tokensAug 2023
SBlip Itm Base CocoSalesforceOpen
32.8
7681K tokensAug 2023
SBlip Itm Base FlickrSalesforceOpen
31.1
7681K tokensAug 2023
Jina Clip v1Jina AIOpen
31
—8K tokens$0.05 / 1M tokensMay 2024
kAlign BasekakaobrainOpen
30.7
7680K tokensFeb 2023
Clip Vit Base Patch16OpenAIOpen
30.2
5120K tokensFeb 2021
Bge Visualized BaseBAAIOpen
29.5
—8K tokensJun 2024
VVoyage Multimodal 3Voyage AI (MongoDB)
29.5
—33K tokens$0.12 / 1M tokensNov 2024
Jina Embeddings v5 Omni NanoJina AIOpen
29unstated
7688K tokens$0.02 / 1M tokensApr 2026
SBlip2 Opt 2.7BSalesforceOpen
29
2,560—Mar 2024
rE5 VroyokongOpen
28.1
—8K tokensJul 2024
TVLM2Vec LoRATIGER-LabOpen
27.8
3,072131K tokensOct 2024
Clip Vit Base Patch32OpenAIOpen
27.7
5120K tokensFeb 2021
TVLM2Vec FullTIGER-LabOpen
27.7
3,072131K tokensOct 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
26.2
4,096—Mar 2024
nMoco v3 Vit Bnyu-visionxOpen
22.7
——Jun 2024