Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB multilingual · Any-to-any Multilingual RetrievalDimensionsMax inputLanguagesPriceReleased
dDNA VL STEER 2BdnotitiaOpen
71
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
rE5 VroyokongOpen
66.6
—8K tokens—Jul 2024
Jina Embeddings v5 Omni SmallJina AIOpen
62.8unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
Siglip Base Patch16 256 MultilingualGoogleOpen
59.2
—0K tokens—Jan 2024
VVoyage Multimodal 3Voyage AI (MongoDB)
58.9
—33K tokens—$0.12 / 1M tokensNov 2024
Siglip Large Patch16 384GoogleOpen
51.1
1,0240K tokens—Jan 2024
Siglip Large Patch16 256GoogleOpen
49.8
1,0240K tokens—Jan 2024
Jina Embeddings v5 Omni NanoJina AIOpen
44.3unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Siglip Base Patch16 512GoogleOpen
43.2
—0K tokens—Jan 2024
Siglip Base Patch16 384GoogleOpen
42.5
—0K tokens—Jan 2024
Siglip Base Patch16 256GoogleOpen
41.3
—0K tokens—Jan 2024
Siglip Base Patch16 224GoogleOpen
41.2
7680K tokens—Jan 2024
Siglip So400m Patch14 384GoogleOpen
40.2
1,1520K tokens—Jan 2024
TVLM2Vec FullTIGER-LabOpen
35
3,072131K tokensenOct 2024
TVLM2Vec LoRATIGER-LabOpen
34.9
3,072131K tokensenOct 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
28
1,2800K tokens—Jan 2023
QEVA02 CLIP B 16QuanSunOpen
27.8unstated
—0K tokens—Apr 2023
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
25.9
—0K tokens—Mar 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
25.5
1,0240K tokens—Sep 2022
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
23.8
7680K tokens—Apr 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
23
7680K tokens—Sep 2022
kAlign BasekakaobrainOpen
22.4
7680K tokensenFeb 2023
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
21.6
—0K tokens—Apr 2023
Clip Vit Large Patch14OpenAIOpen
20.2
7680K tokens—Feb 2021
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
20.1
—0K tokens—Apr 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
20.1
5120K tokens—Sep 2022
SBlip Itm Large CocoSalesforceOpen
18.5
7681K tokens—Aug 2023
SBlip Itm Large FlickrSalesforceOpen
18.1
7681K tokens—Aug 2023
Jina Clip v1Jina AIOpen
18.1
—8K tokensen$0.05 / 1M tokensMay 2024
Clip Vit Base Patch16OpenAIOpen
17.7
5120K tokens—Feb 2021
SBlip Itm Base CocoSalesforceOpen
16.8
7681K tokens—Aug 2023
Clip Vit Base Patch32OpenAIOpen
16.7
5120K tokens—Feb 2021
nNomic Embed Vision v1.5nomic-aiOpen
14.5
—2K tokensenJun 2024
SBlip2 Opt 2.7BSalesforceOpen
13.9
2,560—enMar 2024
SBlip Itm Base FlickrSalesforceOpen
13.4
7681K tokens—Aug 2023
SBlip2 Opt 6.7B CocoSalesforceOpen
13
4,096—enMar 2024
Bge Visualized BaseBAAIOpen
12.3
—8K tokens—Jun 2024
SBlip Image Captioning LargeSalesforceOpen
0.3
7681K tokens—Dec 2023
SBlip Image Captioning BaseSalesforceOpen
0.3
7681K tokens—Aug 2023