Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB English · Image ClusteringDimensionsMax inputPriceReleased
QEVA02 CLIP B 16QuanSunOpen
92.4unstated
—0K tokensApr 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
86.4
7680K tokensApr 2023
Jina Embeddings v5 Omni SmallJina AIOpen
86unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
85.6
1,2800K tokensJan 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
83.9
1,0240K tokensSep 2022
nNomic Embed Vision v1.5nomic-aiOpen
83.6
—2K tokensJun 2024
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
83.5
7680K tokensSep 2022
Dinov2 LargeMetaOpen
83.1
1,024—Jul 2023
Dinov2 BaseMetaOpen
82.7
768—Jul 2023
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
82.7
—0K tokensMar 2023
VVoyage Multimodal 3Voyage AI (MongoDB)
82.4
—33K tokens$0.12 / 1M tokensNov 2024
Siglip Large Patch16 256GoogleOpen
82.1
1,0240K tokensJan 2024
Siglip So400m Patch14 384GoogleOpen
82.1
1,1520K tokensJan 2024
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
81.7
—0K tokensApr 2023
Dinov2 GiantMetaOpen
81.4
1,536—Jul 2023
Dinov2 SmallMetaOpen
80.2
384—Jul 2023
Siglip Large Patch16 384GoogleOpen
79.9
1,0240K tokensJan 2024
dDNA VL STEER 2BdnotitiaOpen
78.9
2,048 (or 64)33K tokensAug 2026
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
78
5120K tokensSep 2022
SBlip Itm Large CocoSalesforceOpen
77.5
7681K tokensAug 2023
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
77.4
—0K tokensApr 2023
SBlip Itm Large FlickrSalesforceOpen
76.4
7681K tokensAug 2023
Clip Vit Large Patch14OpenAIOpen
76.4
7680K tokensFeb 2021
Siglip Base Patch16 384GoogleOpen
76.3
—0K tokensJan 2024
Bge Visualized BaseBAAIOpen
76.2
—8K tokensJun 2024
Siglip Base Patch16 256GoogleOpen
75.2
—0K tokensJan 2024
Siglip Base Patch16 512GoogleOpen
74.7
—0K tokensJan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
74.6
—0K tokensJan 2024
Siglip Base Patch16 224GoogleOpen
74.5
7680K tokensJan 2024
SBlip2 Opt 2.7BSalesforceOpen
74
2,560—Mar 2024
nMoco v3 Vit Bnyu-visionxOpen
73.9
——Jun 2024
SBlip Image Captioning LargeSalesforceOpen
73.7
7681K tokensDec 2023
TVLM2Vec LoRATIGER-LabOpen
72.6
3,072131K tokensOct 2024
Jina Embeddings v5 Omni NanoJina AIOpen
72.3unstated
7688K tokens$0.02 / 1M tokensApr 2026
nMoco v3 Vit Lnyu-visionxOpen
71.7
——Jun 2024
TVLM2Vec FullTIGER-LabOpen
70.7
3,072131K tokensOct 2024
SBlip Itm Base CocoSalesforceOpen
70.6
7681K tokensAug 2023
rE5 VroyokongOpen
70
—8K tokensJul 2024
Jina Clip v1Jina AIOpen
70
—8K tokens$0.05 / 1M tokensMay 2024
Clip Vit Base Patch16OpenAIOpen
69.5
5120K tokensFeb 2021
Clip Vit Base Patch32OpenAIOpen
67.9
5120K tokensFeb 2021
SBlip2 Opt 6.7B CocoSalesforceOpen
67.8
4,096—Mar 2024
SBlip Itm Base FlickrSalesforceOpen
67.3
7681K tokensAug 2023
SBlip Image Captioning BaseSalesforceOpen
63.1
7681K tokensAug 2023
kAlign BasekakaobrainOpen
59.6
7680K tokensFeb 2023