Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB English (task avg)DimensionsMax inputLanguagesPriceReleased
dDNA VL STEER 2BdnotitiaOpen
66.7
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
Jina Embeddings v5 Omni SmallJina AIOpen
65.3unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
63.6
—33K tokens—$0.12 / 1M tokensNov 2024
Siglip So400m Patch14 384GoogleOpen
61.2
1,1520K tokens—Jan 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
60
1,2800K tokens—Jan 2023
Siglip Large Patch16 384GoogleOpen
59.9
1,0240K tokens—Jan 2024
QEVA02 CLIP B 16QuanSunOpen
59.8unstated
—0K tokens—Apr 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
59.4
7680K tokens—Apr 2023
rE5 VroyokongOpen
58.6
—8K tokens—Jul 2024
Siglip Base Patch16 512GoogleOpen
58.5
—0K tokens—Jan 2024
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
58.4
1,0240K tokens—Sep 2022
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
58.3
—0K tokens—Mar 2023
Siglip Large Patch16 256GoogleOpen
57.9
1,0240K tokens—Jan 2024
Siglip Base Patch16 384GoogleOpen
57.8
—0K tokens—Jan 2024
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
57.2
7680K tokens—Sep 2022
Jina Embeddings v5 Omni NanoJina AIOpen
55.8unstated
7688K tokens—$0.02 / 1M tokensApr 2026
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
55.8
—0K tokens—Apr 2023
Siglip Base Patch16 256GoogleOpen
55.5
—0K tokens—Jan 2024
Clip Vit Large Patch14OpenAIOpen
55.4
7680K tokens—Feb 2021
Siglip Base Patch16 224GoogleOpen
54.3
7680K tokens—Jan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
53.9
—0K tokens—Jan 2024
TVLM2Vec LoRATIGER-LabOpen
53.4
3,072131K tokensenOct 2024
TVLM2Vec FullTIGER-LabOpen
53.3
3,072131K tokensenOct 2024
Clip Vit Base Patch16OpenAIOpen
51.8
5120K tokens—Feb 2021
SBlip Itm Large CocoSalesforceOpen
50.9
7681K tokens—Aug 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
50.7
5120K tokens—Sep 2022
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
49.9
—0K tokens—Apr 2023
Jina Clip v1Jina AIOpen
49.5
—8K tokensen$0.05 / 1M tokensMay 2024
SBlip Itm Large FlickrSalesforceOpen
49.5
7681K tokens—Aug 2023
kAlign BasekakaobrainOpen
49.1
7680K tokensenFeb 2023
SBlip Itm Base CocoSalesforceOpen
48.9
7681K tokens—Aug 2023
Bge Visualized BaseBAAIOpen
47.4
—8K tokens—Jun 2024
SBlip Itm Base FlickrSalesforceOpen
47.3
7681K tokens—Aug 2023
Clip Vit Base Patch32OpenAIOpen
47
5120K tokens—Feb 2021
nNomic Embed Vision v1.5nomic-aiOpen
45.5
—2K tokensenJun 2024
SBlip2 Opt 2.7BSalesforceOpen
45.2
2,560—enMar 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
45.1
4,096—enMar 2024