Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB multilingual · Any-to-any RetrievalDimensionsMax inputLanguagesPriceReleased
dDNA VL STEER 2BdnotitiaOpen
43.2
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
41.5
1,2800K tokens—Jan 2023
Siglip So400m Patch14 384GoogleOpen
40.8
1,1520K tokens—Jan 2024
QEVA02 CLIP B 16QuanSunOpen
40.1unstated
—0K tokens—Apr 2023
Siglip Large Patch16 384GoogleOpen
39.9
1,0240K tokens—Jan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
39.8
—0K tokens—Mar 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
39.7
1,0240K tokens—Sep 2022
VVoyage Multimodal 3Voyage AI (MongoDB)
38.8
—33K tokens—$0.12 / 1M tokensNov 2024
Siglip Large Patch16 256GoogleOpen
38.8
1,0240K tokens—Jan 2024
Siglip Base Patch16 512GoogleOpen
38.1
—0K tokens—Jan 2024
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
38.1
7680K tokens—Apr 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
38
7680K tokens—Sep 2022
Jina Embeddings v5 Omni SmallJina AIOpen
37.9unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
Siglip Base Patch16 384GoogleOpen
37.7
—0K tokens—Jan 2024
Siglip Base Patch16 256GoogleOpen
36.6
—0K tokens—Jan 2024
Siglip Base Patch16 224GoogleOpen
36.3
7680K tokens—Jan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
35.6
—0K tokens—Jan 2024
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
34.8
—0K tokens—Apr 2023
rE5 VroyokongOpen
34
—8K tokens—Jul 2024
Clip Vit Large Patch14OpenAIOpen
33.7
7680K tokens—Feb 2021
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
33.3
5120K tokens—Sep 2022
SBlip Itm Large CocoSalesforceOpen
32.8
7681K tokens—Aug 2023
Jina Clip v1Jina AIOpen
32.3
—8K tokensen$0.05 / 1M tokensMay 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
32.2
—0K tokens—Apr 2023
SBlip Itm Large FlickrSalesforceOpen
31.8
7681K tokens—Aug 2023
kAlign BasekakaobrainOpen
31
7680K tokensenFeb 2023
SBlip Itm Base CocoSalesforceOpen
30.9
7681K tokens—Aug 2023
Jina Embeddings v5 Omni NanoJina AIOpen
30.7unstated
7688K tokens—$0.02 / 1M tokensApr 2026
nNomic Embed Vision v1.5nomic-aiOpen
30.4
—2K tokensenJun 2024
Clip Vit Base Patch16OpenAIOpen
30.1
5120K tokens—Feb 2021
SBlip Itm Base FlickrSalesforceOpen
28.2
7681K tokens—Aug 2023
Bge Visualized BaseBAAIOpen
28.1
—8K tokens—Jun 2024
TVLM2Vec LoRATIGER-LabOpen
27.7
3,072131K tokensenOct 2024
TVLM2Vec FullTIGER-LabOpen
27.6
3,072131K tokensenOct 2024
Clip Vit Base Patch32OpenAIOpen
27.5
5120K tokens—Feb 2021
SBlip2 Opt 2.7BSalesforceOpen
26.7
2,560—enMar 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
24.5
4,096—enMar 2024