Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB English · Zero-shot ClassificationDimensionsMax inputLanguagesPriceReleased
Siglip So400m Patch14 384GoogleOpen
70.8
1,1520K tokens—Jan 2024
QEVA02 CLIP B 16QuanSunOpen
70.8unstated
—0K tokens—Apr 2023
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
69.4
1,2800K tokens—Jan 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
68.4
7680K tokens—Apr 2023
Siglip Large Patch16 384GoogleOpen
68
1,0240K tokens—Jan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
67.9
—0K tokens—Mar 2023
Siglip Large Patch16 256GoogleOpen
67.7
1,0240K tokens—Jan 2024
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
67.5
1,0240K tokens—Sep 2022
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
65.8
7680K tokens—Sep 2022
Siglip Base Patch16 384GoogleOpen
64.1
—0K tokens—Jan 2024
Siglip Base Patch16 512GoogleOpen
64.1
—0K tokens—Jan 2024
Siglip Base Patch16 256GoogleOpen
63.1
—0K tokens—Jan 2024
Jina Embeddings v5 Omni SmallJina AIOpen
63unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
62.7
—0K tokens—Apr 2023
Siglip Base Patch16 224GoogleOpen
62.6
7680K tokens—Jan 2024
Clip Vit Large Patch14OpenAIOpen
62.1
7680K tokens—Feb 2021
Siglip Base Patch16 256 MultilingualGoogleOpen
61.2
—0K tokens—Jan 2024
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
59
5120K tokens—Sep 2022
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
58.7
—0K tokens—Apr 2023
VVoyage Multimodal 3Voyage AI (MongoDB)
58.2
—33K tokens—$0.12 / 1M tokensNov 2024
nNomic Embed Vision v1.5nomic-aiOpen
58.1
—2K tokensenJun 2024
dDNA VL STEER 2BdnotitiaOpen
57.6
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
Clip Vit Base Patch16OpenAIOpen
56.4
5120K tokens—Feb 2021
Clip Vit Base Patch32OpenAIOpen
53.9
5120K tokens—Feb 2021
SBlip Itm Large CocoSalesforceOpen
53.9
7681K tokens—Aug 2023
Jina Clip v1Jina AIOpen
53.8
—8K tokensen$0.05 / 1M tokensMay 2024
SBlip Itm Large FlickrSalesforceOpen
53
7681K tokens—Aug 2023
kAlign BasekakaobrainOpen
50.7
7680K tokensenFeb 2023
rE5 VroyokongOpen
50
—8K tokens—Jul 2024
SBlip2 Opt 2.7BSalesforceOpen
48.8
2,560—enMar 2024
Bge Visualized BaseBAAIOpen
48.6
—8K tokens—Jun 2024
SBlip Itm Base CocoSalesforceOpen
48.6
7681K tokens—Aug 2023
TVLM2Vec FullTIGER-LabOpen
46.3
3,072131K tokensenOct 2024
TVLM2Vec LoRATIGER-LabOpen
46.3
3,072131K tokensenOct 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
46.2
4,096—enMar 2024
SBlip Itm Base FlickrSalesforceOpen
44.1
7681K tokens—Aug 2023
Jina Embeddings v5 Omni NanoJina AIOpen
40.5unstated
7688K tokens—$0.02 / 1M tokensApr 2026
SBlip Image Captioning BaseSalesforceOpen
9.4
7681K tokens—Aug 2023
SBlip Image Captioning LargeSalesforceOpen
9.2
7681K tokens—Dec 2023