Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB English · CompositionalityDimensionsMax inputLanguagesPriceReleased
rE5 VroyokongOpen
46.3
—8K tokens—Jul 2024
Jina Embeddings v5 Omni SmallJina AIOpen
46.1unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
QEVA02 CLIP B 16QuanSunOpen
45.7unstated
—0K tokens—Apr 2023
Clip Vit Base Patch16OpenAIOpen
45.2
5120K tokens—Feb 2021
Jina Clip v1Jina AIOpen
45.1
—8K tokensen$0.05 / 1M tokensMay 2024
Clip Vit Base Patch32OpenAIOpen
45
5120K tokens—Feb 2021
dDNA VL STEER 2BdnotitiaOpen
44.9
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
Clip Vit Large Patch14OpenAIOpen
44.8
7680K tokens—Feb 2021
VVoyage Multimodal 3Voyage AI (MongoDB)
43.5
—33K tokens—$0.12 / 1M tokensNov 2024
SBlip Itm Base FlickrSalesforceOpen
42.7
7681K tokens—Aug 2023
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
42.4
1,2800K tokens—Jan 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
42
1,0240K tokens—Sep 2022
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
41.9
—0K tokens—Mar 2023
SBlip Itm Base CocoSalesforceOpen
41.9
7681K tokens—Aug 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
40.8
7680K tokens—Sep 2022
Siglip Large Patch16 256GoogleOpen
40.7
1,0240K tokens—Jan 2024
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
40.7
5120K tokens—Sep 2022
SBlip Itm Large CocoSalesforceOpen
40.5
7681K tokens—Aug 2023
Siglip So400m Patch14 384GoogleOpen
40.4
1,1520K tokens—Jan 2024
kAlign BasekakaobrainOpen
40.3
7680K tokensenFeb 2023
Siglip Base Patch16 224GoogleOpen
39.8
7680K tokens—Jan 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
39.7
—0K tokens—Apr 2023
Siglip Large Patch16 384GoogleOpen
39.7
1,0240K tokens—Jan 2024
Siglip Base Patch16 256GoogleOpen
39.5
—0K tokens—Jan 2024
SBlip Itm Large FlickrSalesforceOpen
39.4
7681K tokens—Aug 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
39.1
7680K tokens—Apr 2023
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
38.6
—0K tokens—Apr 2023
Siglip Base Patch16 384GoogleOpen
38.5
—0K tokens—Jan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
38.1
—0K tokens—Jan 2024
Siglip Base Patch16 512GoogleOpen
37.5
—0K tokens—Jan 2024
nNomic Embed Vision v1.5nomic-aiOpen
37.3
—2K tokensenJun 2024
TVLM2Vec FullTIGER-LabOpen
35.4
3,072131K tokensenOct 2024
TVLM2Vec LoRATIGER-LabOpen
34.6
3,072131K tokensenOct 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
34.1
4,096—enMar 2024
Jina Embeddings v5 Omni NanoJina AIOpen
33.6unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Bge Visualized BaseBAAIOpen
31.9
—8K tokens—Jun 2024
SBlip2 Opt 2.7BSalesforceOpen
31
2,560—enMar 2024
SBlip Image Captioning BaseSalesforceOpen
27.6
7681K tokens—Aug 2023
SBlip Image Captioning LargeSalesforceOpen
27.1
7681K tokens—Dec 2023