Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB multilingual · Visual semantic similarity · MultilingualDimensionsMax inputPriceReleased
LLCO Embedding Omni 7BLCO-EmbeddingOpen
82.4unstated
3,58433K tokensOct 2025
LLCO Embedding Omni 3BLCO-EmbeddingOpen
79.5unstated
2,04833K tokensOct 2025
HE5 Omni 7BHaon-ChenOpen
77.3unstated
3,58433K tokensJan 2026
EmbeddingGemma 2GoogleOpen
76.8unstated
5128K tokens$0.02 / 1M tokensOct 2026
HE5 Omni 3BHaon-ChenOpen
73.5unstated
2,04833K tokensJan 2026
dDNA VL STEER 2BdnotitiaOpen
71
2,048 (or 64)33K tokensAug 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
70.4
—33K tokens$0.12 / 1M tokensNov 2024
TOmniEmbed v0.1TevatronOpen
70unstated
—33K tokensApr 2025
Jina Embeddings v5 Omni SmallJina AIOpen
65.1unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
Jina Embeddings v5 Omni NanoJina AIOpen
54unstated
7688K tokens$0.02 / 1M tokensApr 2026
rE5 VroyokongOpen
46.3
—8K tokensJul 2024
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
45.7unstated
2,04833K tokensApr 2026
Siglip So400m Patch16 256 I18nGoogleOpen
44
1,1520K tokensJan 2024
eEbind Fullencord-teamOpen
42.8unstated
—0K tokensNov 2025
TVLM2Vec LoRATIGER-LabOpen
42.2
3,072131K tokensOct 2024
TVLM2Vec FullTIGER-LabOpen
42.2
3,072131K tokensOct 2024
Siglip So400m Patch14 384GoogleOpen
41.4
1,1520K tokensJan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
40.3
—0K tokensJan 2024
Siglip Large Patch16 384GoogleOpen
39.8
1,0240K tokensJan 2024
SBlip Itm Base CocoSalesforceOpen
38.6
7681K tokensAug 2023
Siglip So400m Patch14 224GoogleOpen
38.2
1,1520K tokensJan 2024
Siglip Base Patch16 512GoogleOpen
38.1
—0K tokensJan 2024
Siglip Large Patch16 256GoogleOpen
38.1
1,0240K tokensJan 2024
SBlip Itm Base FlickrSalesforceOpen
38
7681K tokensAug 2023
Siglip Base Patch16 384GoogleOpen
37.5
—0K tokensJan 2024
LLanguageBind OmniLanguageBindOpen
37.4
—0K tokensOct 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
35.8
7680K tokensApr 2023
Clip Vit Large Patch14OpenAIOpen
35.1
7680K tokensFeb 2021
Jina Clip v1Jina AIOpen
34.6
—8K tokens$0.05 / 1M tokensMay 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
34.5
1,2800K tokensJan 2023
Siglip Base Patch16 256GoogleOpen
34.4
—0K tokensJan 2024
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
33.9
1,0240K tokensSep 2022
SBlip Itm Large CocoSalesforceOpen
33.7
7681K tokensAug 2023
Siglip Base Patch16 224GoogleOpen
33.5
7680K tokensJan 2024
SBlip Image Captioning LargeSalesforceOpen
31.9
7681K tokensDec 2023
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
31.7
—0K tokensMar 2023
SBlip Image Captioning BaseSalesforceOpen
31.2
7681K tokensAug 2023
SBlip Itm Large FlickrSalesforceOpen
30.5
7681K tokensAug 2023
Clip Vit Base Patch16OpenAIOpen
29.8
5120K tokensFeb 2021
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
28.5
—0K tokensApr 2023
QEVA02 CLIP B 16QuanSunOpen
28.3unstated
—0K tokensApr 2023
kAlign BasekakaobrainOpen
27.3
7680K tokensFeb 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
26.2
5120K tokensSep 2022
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
26
7680K tokensSep 2022
Bge Visualized BaseBAAIOpen
24.8
—8K tokensJun 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
23.6
—0K tokensApr 2023
SBlip2 Opt 6.7B CocoSalesforceOpen
22.9
4,096—Mar 2024
Clip Vit Base Patch32OpenAIOpen
21.8
5120K tokensFeb 2021
SBlip2 Opt 2.7BSalesforceOpen
21.8
2,560—Mar 2024
Dinov2 LargeMetaOpen
19.9
1,024—Jul 2023
Dinov2 BaseMetaOpen
19.3
768—Jul 2023
nMoco v3 Vit Lnyu-visionxOpen
18.4
——Jun 2024
nMoco v3 Vit Bnyu-visionxOpen
17.7
——Jun 2024
Dinov2 GiantMetaOpen
17.7
1,536—Jul 2023
Dinov2 SmallMetaOpen
17.6
384—Jul 2023
nNomic Embed Vision v1.5nomic-aiOpen
14.1
—2K tokensJun 2024