Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB English · Vision Centric QADimensionsMax inputLanguagesPriceReleased
dDNA VL STEER 2BdnotitiaOpen
71.4
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
TVLM2Vec FullTIGER-LabOpen
62.1
3,072131K tokensenOct 2024
TVLM2Vec LoRATIGER-LabOpen
62
3,072131K tokensenOct 2024
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
54.3
—0K tokens—Apr 2023
Jina Embeddings v5 Omni SmallJina AIOpen
53.4unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
Siglip Base Patch16 512GoogleOpen
53.2
—0K tokens—Jan 2024
SBlip2 Opt 2.7BSalesforceOpen
53.1
2,560—enMar 2024
LLanguageBind OmniLanguageBindOpen
53
—0K tokens—Oct 2023
Siglip Base Patch16 384GoogleOpen
52.8
—0K tokens—Jan 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
52.7
4,096—enMar 2024
Bge Visualized BaseBAAIOpen
52.4
—8K tokens—Jun 2024
SBlip Itm Base FlickrSalesforceOpen
52.4
7681K tokens—Aug 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
52.3
7680K tokens—Apr 2023
Siglip Base Patch16 256GoogleOpen
52.2
—0K tokens—Jan 2024
rE5 VroyokongOpen
51.9
—8K tokens—Jul 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
51.2
—0K tokens—Jan 2024
SBlip Itm Large CocoSalesforceOpen
51.1
7681K tokens—Aug 2023
Siglip Base Patch16 224GoogleOpen
51.1
7680K tokens—Jan 2024
SBlip Image Captioning LargeSalesforceOpen
49.1
7681K tokens—Dec 2023
VVoyage Multimodal 3Voyage AI (MongoDB)
48.6
—33K tokens—$0.12 / 1M tokensNov 2024
Jina Embeddings v5 Omni NanoJina AIOpen
47.9unstated
7688K tokens—$0.02 / 1M tokensApr 2026
SBlip Itm Base CocoSalesforceOpen
47.3
7681K tokens—Aug 2023
SBlip Itm Large FlickrSalesforceOpen
47
7681K tokens—Aug 2023
Clip Vit Base Patch16OpenAIOpen
46.9
5120K tokens—Feb 2021
nNomic Embed Vision v1.5nomic-aiOpen
46.7
—2K tokensenJun 2024
Siglip So400m Patch14 384GoogleOpen
46.2
1,1520K tokens—Jan 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
46.1
—0K tokens—Apr 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
45.9
7680K tokens—Sep 2022
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
45.8
1,0240K tokens—Sep 2022
kAlign BasekakaobrainOpen
45.7
7680K tokensenFeb 2023
Jina Clip v1Jina AIOpen
45.4
—8K tokensen$0.05 / 1M tokensMay 2024
Siglip Large Patch16 384GoogleOpen
45.4
1,0240K tokens—Jan 2024
QEVA02 CLIP B 16QuanSunOpen
45.3unstated
—0K tokens—Apr 2023
Siglip Large Patch16 256GoogleOpen
44.9
1,0240K tokens—Jan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
44.2
—0K tokens—Mar 2023
Clip Vit Large Patch14OpenAIOpen
44.1
7680K tokens—Feb 2021
SBlip Image Captioning BaseSalesforceOpen
43.4
7681K tokens—Aug 2023
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
43.2
1,2800K tokens—Jan 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
43
5120K tokens—Sep 2022
Clip Vit Base Patch32OpenAIOpen
42.7
5120K tokens—Feb 2021