Best for Embeddings & Retrieval

All models2314Chat & Knowledge563Coding383Agents & Tool Use543Writing & Language361Vision & Documents397Image Generation & Editing184Video Generation148Speech & Voice358Embeddings & Retrieval688Decision models118Music & Sound29
Embeddings492Rerankers16Multimodal167Audio13Video0
ModelMIEB Img · Visual semantic similarity · EnglishDimensionsMax inputPriceReleased
Jina Embeddings v5 Omni SmallJina AIOpen
80.3unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
80.1
—33K tokens$0.12 / 1M tokensNov 2024
dDNA VL STEER 2BdnotitiaOpen
79.4
2,048 (or 64)33K tokensAug 2026
rE5 VroyokongOpen
78
—8K tokensJul 2024
Jina Embeddings v5 Omni NanoJina AIOpen
74.8unstated
7688K tokens$0.02 / 1M tokensApr 2026
QEVA02 CLIP B 16QuanSunOpen
70.5unstated
—0K tokensApr 2023
TVLM2Vec FullTIGER-LabOpen
70.2
3,072131K tokensOct 2024
TVLM2Vec LoRATIGER-LabOpen
70.2
3,072131K tokensOct 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
70
1,2800K tokensJan 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
69
7680K tokensApr 2023
LLanguageBind OmniLanguageBindOpen
68.7
—0K tokensOct 2023
Siglip Large Patch16 384GoogleOpen
68.1
1,0240K tokensJan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
68
—0K tokensMar 2023
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
67.1
—0K tokensApr 2023
Siglip So400m Patch14 384GoogleOpen
67
1,1520K tokensJan 2024
Siglip Base Patch16 512GoogleOpen
66.3
—0K tokensJan 2024
Siglip Large Patch16 256GoogleOpen
66.1
1,0240K tokensJan 2024
Siglip Base Patch16 384GoogleOpen
66
—0K tokensJan 2024
Siglip Base Patch16 256GoogleOpen
65.3
—0K tokensJan 2024
Clip Vit Base Patch16OpenAIOpen
65.3
5120K tokensFeb 2021
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
65.1
7680K tokensSep 2022
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
64.6
1,0240K tokensSep 2022
SBlip Itm Base CocoSalesforceOpen
64.5
7681K tokensAug 2023
Siglip Base Patch16 256 MultilingualGoogleOpen
64.3
—0K tokensJan 2024
Clip Vit Large Patch14OpenAIOpen
63.8
7680K tokensFeb 2021
Siglip Base Patch16 224GoogleOpen
63.5
7680K tokensJan 2024
SBlip Itm Base FlickrSalesforceOpen
62.2
7681K tokensAug 2023
Jina Clip v1Jina AIOpen
61.8
—8K tokens$0.05 / 1M tokensMay 2024
SBlip Itm Large CocoSalesforceOpen
61.2
7681K tokensAug 2023
SBlip Image Captioning LargeSalesforceOpen
60.5
7681K tokensDec 2023
kAlign BasekakaobrainOpen
60.4
7680K tokensFeb 2023
Bge Visualized BaseBAAIOpen
60.2
—8K tokensJun 2024
SBlip Itm Large FlickrSalesforceOpen
58.5
7681K tokensAug 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
58.3
5120K tokensSep 2022
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
54.6
—0K tokensApr 2023
SBlip Image Captioning BaseSalesforceOpen
53.1
7681K tokensAug 2023
Clip Vit Base Patch32OpenAIOpen
52.5
5120K tokensFeb 2021
SBlip2 Opt 6.7B CocoSalesforceOpen
43.6
4,096—Mar 2024
SBlip2 Opt 2.7BSalesforceOpen
41.4
2,560—Mar 2024
nNomic Embed Vision v1.5nomic-aiOpen
28.3
—2K tokensJun 2024
Dinov2 BaseMetaOpen
12.4
768—Jul 2023
Dinov2 GiantMetaOpen
11.7
1,536—Jul 2023
nMoco v3 Vit Lnyu-visionxOpen
11.6
——Jun 2024
nMoco v3 Vit Bnyu-visionxOpen
11.6
——Jun 2024
Dinov2 LargeMetaOpen
9.3
1,024—Jul 2023
Dinov2 SmallMetaOpen
8.5
384—Jul 2023