Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB lite · Visual semantic similarity · EnglishDimensionsMax inputPriceReleased
LLCO Embedding Omni 7BLCO-EmbeddingOpen
86.2unstated
3,58433K tokensOct 2025
LLCO Embedding Omni 3BLCO-EmbeddingOpen
85.7unstated
2,04833K tokensOct 2025
VVoyage Multimodal 3Voyage AI (MongoDB)
84.2
—33K tokens$0.12 / 1M tokensNov 2024
Jina Embeddings v5 Omni SmallJina AIOpen
83.4unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
dDNA VL STEER 2BdnotitiaOpen
82.2
2,048 (or 64)33K tokensAug 2026
EmbeddingGemma 2GoogleOpen
81.5unstated
5128K tokens$0.02 / 1M tokensOct 2026
rE5 VroyokongOpen
81.2
—8K tokensJul 2024
HE5 Omni 7BHaon-ChenOpen
80.5unstated
3,58433K tokensJan 2026
Jina Embeddings v5 Omni NanoJina AIOpen
77.9unstated
7688K tokens$0.02 / 1M tokensApr 2026
HE5 Omni 3BHaon-ChenOpen
75.8unstated
2,04833K tokensJan 2026
eEbind Fullencord-teamOpen
75.5unstated
—0K tokensNov 2025
QEVA02 CLIP B 16QuanSunOpen
73.7unstated
—0K tokensApr 2023
TOmniEmbed v0.1TevatronOpen
73.6unstated
—33K tokensApr 2025
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
73.4
1,2800K tokensJan 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
72.5
7680K tokensApr 2023
LLanguageBind OmniLanguageBindOpen
71.9
—0K tokensOct 2023
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
71.6
—0K tokensMar 2023
TVLM2Vec FullTIGER-LabOpen
70.9
3,072131K tokensOct 2024
TVLM2Vec LoRATIGER-LabOpen
70.9
3,072131K tokensOct 2024
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
69.6
—0K tokensApr 2023
Siglip Large Patch16 384GoogleOpen
69.6
1,0240K tokensJan 2024
Siglip So400m Patch14 384GoogleOpen
69.6
1,1520K tokensJan 2024
Clip Vit Large Patch14OpenAIOpen
69.4
7680K tokensFeb 2021
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
68.7
7680K tokensSep 2022
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
68.3
1,0240K tokensSep 2022
Clip Vit Base Patch16OpenAIOpen
68.3
5120K tokensFeb 2021
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
67.9unstated
2,04833K tokensApr 2026
Siglip Large Patch16 256GoogleOpen
67.6
1,0240K tokensJan 2024
Siglip Base Patch16 512GoogleOpen
67.1
—0K tokensJan 2024
Siglip Base Patch16 384GoogleOpen
66.9
—0K tokensJan 2024
Siglip Base Patch16 256GoogleOpen
66.1
—0K tokensJan 2024
Siglip Base Patch16 224GoogleOpen
64.2
7680K tokensJan 2024
SBlip Itm Base CocoSalesforceOpen
64
7681K tokensAug 2023
Siglip Base Patch16 256 MultilingualGoogleOpen
63.7
—0K tokensJan 2024
kAlign BasekakaobrainOpen
63.3
7680K tokensFeb 2023
Jina Clip v1Jina AIOpen
63.2
—8K tokens$0.05 / 1M tokensMay 2024
Bge Visualized BaseBAAIOpen
62.8
—8K tokensJun 2024
SBlip Itm Base FlickrSalesforceOpen
62.8
7681K tokensAug 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
61.9
5120K tokensSep 2022
SBlip Itm Large CocoSalesforceOpen
60.6
7681K tokensAug 2023
SBlip Image Captioning LargeSalesforceOpen
60.1
7681K tokensDec 2023
SBlip Itm Large FlickrSalesforceOpen
57.9
7681K tokensAug 2023
Clip Vit Base Patch32OpenAIOpen
56
5120K tokensFeb 2021
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
54.9
—0K tokensApr 2023
SBlip Image Captioning BaseSalesforceOpen
53.7
7681K tokensAug 2023
SBlip2 Opt 6.7B CocoSalesforceOpen
46.2
4,096—Mar 2024
SBlip2 Opt 2.7BSalesforceOpen
45.3
2,560—Mar 2024
nNomic Embed Vision v1.5nomic-aiOpen
24.2
—2K tokensJun 2024
Dinov2 BaseMetaOpen
9.8
768—Jul 2023
nMoco v3 Vit Lnyu-visionxOpen
8.2
——Jun 2024
Dinov2 GiantMetaOpen
7.4
1,536—Jul 2023
Dinov2 SmallMetaOpen
7.2
384—Jul 2023
nMoco v3 Vit Bnyu-visionxOpen
6.8
——Jun 2024
Dinov2 LargeMetaOpen
6.2
1,024—Jul 2023