Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB Img · Visual semantic similarity · MultilingualDimensionsMax inputPriceReleased
LLCO Embedding Omni 7BLCO-EmbeddingOpen
83.2unstated
3,58433K tokensOct 2025
LLCO Embedding Omni 3BLCO-EmbeddingOpen
80.8unstated
2,04833K tokensOct 2025
HE5 Omni 7BHaon-ChenOpen
78.6unstated
3,58433K tokensJan 2026
HE5 Omni 3BHaon-ChenOpen
74.3unstated
2,04833K tokensJan 2026
dDNA VL STEER 2BdnotitiaOpen
73.6
2,048 (or 64)33K tokensAug 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
73.1
—33K tokens$0.12 / 1M tokensNov 2024
TOmniEmbed v0.1TevatronOpen
70.9unstated
—33K tokensApr 2025
rE5 VroyokongOpen
51.5
—8K tokensJul 2024
Siglip So400m Patch16 256 I18nGoogleOpen
48.4
1,1520K tokensJan 2024
TVLM2Vec LoRATIGER-LabOpen
48
3,072131K tokensOct 2024
TVLM2Vec FullTIGER-LabOpen
48
3,072131K tokensOct 2024
Siglip So400m Patch14 384GoogleOpen
45.8
1,1520K tokensJan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
44.8
—0K tokensJan 2024
Siglip Large Patch16 384GoogleOpen
44.6
1,0240K tokensJan 2024
SBlip Itm Base CocoSalesforceOpen
43.2
7681K tokensAug 2023
Siglip Base Patch16 512GoogleOpen
43
—0K tokensJan 2024
Siglip Large Patch16 256GoogleOpen
42.8
1,0240K tokensJan 2024
Siglip So400m Patch14 224GoogleOpen
42.6
1,1520K tokensJan 2024
SBlip Itm Base FlickrSalesforceOpen
42.5
7681K tokensAug 2023
Siglip Base Patch16 384GoogleOpen
42.3
—0K tokensJan 2024
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
40.7
7680K tokensApr 2023
Clip Vit Large Patch14OpenAIOpen
40.4
7680K tokensFeb 2021
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
39.5
1,2800K tokensJan 2023
Siglip Base Patch16 256GoogleOpen
39.3
—0K tokensJan 2024
Jina Clip v1Jina AIOpen
38.8
—8K tokens$0.05 / 1M tokensMay 2024
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
38.5
1,0240K tokensSep 2022
SBlip Itm Large CocoSalesforceOpen
38.4
7681K tokensAug 2023
Siglip Base Patch16 224GoogleOpen
38.1
7680K tokensJan 2024
SBlip Image Captioning LargeSalesforceOpen
36.6
7681K tokensDec 2023
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
36.5
—0K tokensMar 2023
Clip Vit Base Patch16OpenAIOpen
35.4
5120K tokensFeb 2021
SBlip Itm Large FlickrSalesforceOpen
34.9
7681K tokensAug 2023
SBlip Image Captioning BaseSalesforceOpen
34.9
7681K tokensAug 2023
QEVA02 CLIP B 16QuanSunOpen
34unstated
—0K tokensApr 2023
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
33.8
—0K tokensApr 2023
kAlign BasekakaobrainOpen
32.5
7680K tokensFeb 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
31.4
7680K tokensSep 2022
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
30.4
5120K tokensSep 2022
Bge Visualized BaseBAAIOpen
29.1
—8K tokensJun 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
27.5
—0K tokensApr 2023
SBlip2 Opt 6.7B CocoSalesforceOpen
26.6
4,096—Mar 2024
Clip Vit Base Patch32OpenAIOpen
25.7
5120K tokensFeb 2021
SBlip2 Opt 2.7BSalesforceOpen
25.3
2,560—Mar 2024
Dinov2 LargeMetaOpen
20.9
1,024—Jul 2023
Dinov2 BaseMetaOpen
20.1
768—Jul 2023
Dinov2 SmallMetaOpen
18.7
384—Jul 2023
nMoco v3 Vit Lnyu-visionxOpen
18.6
——Jun 2024
Dinov2 GiantMetaOpen
18.4
1,536—Jul 2023
nMoco v3 Vit Bnyu-visionxOpen
18.1
——Jun 2024
nNomic Embed Vision v1.5nomic-aiOpen
15
—2K tokensJun 2024