Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB English · Visual semantic similarityDimensionsMax inputPriceReleased
VVoyage Multimodal 3Voyage AI (MongoDB)
81.8
—33K tokens$0.12 / 1M tokensNov 2024
Jina Embeddings v5 Omni SmallJina AIOpen
81.7unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
dDNA VL STEER 2BdnotitiaOpen
80.7
2,048 (or 64)33K tokensAug 2026
rE5 VroyokongOpen
79.3
—8K tokensJul 2024
Jina Embeddings v5 Omni NanoJina AIOpen
75.9unstated
7688K tokens$0.02 / 1M tokensApr 2026
TVLM2Vec FullTIGER-LabOpen
72.6
3,072131K tokensOct 2024
TVLM2Vec LoRATIGER-LabOpen
72.6
3,072131K tokensOct 2024
QEVA02 CLIP B 16QuanSunOpen
72unstated
—0K tokensApr 2023
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
70.9
1,2800K tokensJan 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
69.9
7680K tokensApr 2023
LLanguageBind OmniLanguageBindOpen
69.6
—0K tokensOct 2023
Siglip Large Patch16 384GoogleOpen
69.5
1,0240K tokensJan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
69.1
—0K tokensMar 2023
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
68.5
—0K tokensApr 2023
Siglip So400m Patch14 384GoogleOpen
68
1,1520K tokensJan 2024
Siglip Base Patch16 512GoogleOpen
67.7
—0K tokensJan 2024
Siglip Large Patch16 256GoogleOpen
67.4
1,0240K tokensJan 2024
Siglip Base Patch16 384GoogleOpen
67.1
—0K tokensJan 2024
SBlip Itm Base CocoSalesforceOpen
66.6
7681K tokensAug 2023
Siglip Base Patch16 256GoogleOpen
66.2
—0K tokensJan 2024
Clip Vit Base Patch16OpenAIOpen
66.1
5120K tokensFeb 2021
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
65.8
7680K tokensSep 2022
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
65.5
1,0240K tokensSep 2022
Siglip Base Patch16 256 MultilingualGoogleOpen
65.5
—0K tokensJan 2024
Clip Vit Large Patch14OpenAIOpen
64.5
7680K tokensFeb 2021
SBlip Itm Base FlickrSalesforceOpen
64.2
7681K tokensAug 2023
Siglip Base Patch16 224GoogleOpen
64.2
7680K tokensJan 2024
SBlip Itm Large CocoSalesforceOpen
62.9
7681K tokensAug 2023
kAlign BasekakaobrainOpen
62.7
7680K tokensFeb 2023
Jina Clip v1Jina AIOpen
62.6
—8K tokens$0.05 / 1M tokensMay 2024
SBlip Image Captioning LargeSalesforceOpen
62.2
7681K tokensDec 2023
Bge Visualized BaseBAAIOpen
61.6
—8K tokensJun 2024
SBlip Itm Large FlickrSalesforceOpen
60.2
7681K tokensAug 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
59.5
5120K tokensSep 2022
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
56.5
—0K tokensApr 2023
SBlip Image Captioning BaseSalesforceOpen
55.4
7681K tokensAug 2023
Clip Vit Base Patch32OpenAIOpen
54.4
5120K tokensFeb 2021
SBlip2 Opt 6.7B CocoSalesforceOpen
45.7
4,096—Mar 2024
SBlip2 Opt 2.7BSalesforceOpen
42.8
2,560—Mar 2024
nNomic Embed Vision v1.5nomic-aiOpen
29.3
—2K tokensJun 2024
Dinov2 BaseMetaOpen
16.8
768—Jul 2023
Dinov2 GiantMetaOpen
15
1,536—Jul 2023
nMoco v3 Vit Bnyu-visionxOpen
14.9
——Jun 2024
nMoco v3 Vit Lnyu-visionxOpen
14.7
——Jun 2024
Dinov2 LargeMetaOpen
13.8
1,024—Jul 2023
Dinov2 SmallMetaOpen
13
384—Jul 2023