Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB multilingualDimensionsMax inputLanguagesPriceReleased
dDNA VL STEER 2BdnotitiaOpen
67.5
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
Jina Embeddings v5 Omni SmallJina AIOpen
65.1unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
63.8
—33K tokens—$0.12 / 1M tokensNov 2024
rE5 VroyokongOpen
58.2
—8K tokens—Jul 2024
Siglip So400m Patch14 384GoogleOpen
57.1
1,1520K tokens—Jan 2024
Siglip Large Patch16 384GoogleOpen
57
1,0240K tokens—Jan 2024
Siglip Large Patch16 256GoogleOpen
55.2
1,0240K tokens—Jan 2024
Siglip Base Patch16 512GoogleOpen
55
—0K tokens—Jan 2024
Jina Embeddings v5 Omni NanoJina AIOpen
54.5unstated
7688K tokens—$0.02 / 1M tokensApr 2026
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
54.2
1,2800K tokens—Jan 2023
Siglip Base Patch16 384GoogleOpen
54.2
—0K tokens—Jan 2024
QEVA02 CLIP B 16QuanSunOpen
53.5unstated
—0K tokens—Apr 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
53.4
7680K tokens—Apr 2023
Siglip Base Patch16 256 MultilingualGoogleOpen
53.1
—0K tokens—Jan 2024
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
52.7
1,0240K tokens—Sep 2022
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
52.4
—0K tokens—Mar 2023
Siglip Base Patch16 256GoogleOpen
52
—0K tokens—Jan 2024
Siglip Base Patch16 224GoogleOpen
50.9
7680K tokens—Jan 2024
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
50.6
7680K tokens—Sep 2022
TVLM2Vec LoRATIGER-LabOpen
50.5
3,072131K tokensenOct 2024
TVLM2Vec FullTIGER-LabOpen
50.4
3,072131K tokensenOct 2024
Clip Vit Large Patch14OpenAIOpen
49.9
7680K tokens—Feb 2021
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
49.6
—0K tokens—Apr 2023
Clip Vit Base Patch16OpenAIOpen
46.2
5120K tokens—Feb 2021
SBlip Itm Large CocoSalesforceOpen
45.9
7681K tokens—Aug 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
45.2
5120K tokens—Sep 2022
Jina Clip v1Jina AIOpen
44.9
—8K tokensen$0.05 / 1M tokensMay 2024
SBlip Itm Base CocoSalesforceOpen
44.7
7681K tokens—Aug 2023
SBlip Itm Large FlickrSalesforceOpen
44.4
7681K tokens—Aug 2023
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
44.3
—0K tokens—Apr 2023
kAlign BasekakaobrainOpen
44.2
7680K tokensenFeb 2023
SBlip Itm Base FlickrSalesforceOpen
43
7681K tokens—Aug 2023
Bge Visualized BaseBAAIOpen
41.7
—8K tokens—Jun 2024
Clip Vit Base Patch32OpenAIOpen
41.4
5120K tokens—Feb 2021
SBlip2 Opt 2.7BSalesforceOpen
39.7
2,560—enMar 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
39.6
4,096—enMar 2024
nNomic Embed Vision v1.5nomic-aiOpen
39.3
—2K tokensenJun 2024