Best for Embeddings & Retrieval

All models2314Chat & Knowledge563Coding383Agents & Tool Use543Writing & Language361Vision & Documents397Image Generation & Editing184Video Generation148Speech & Voice358Embeddings & Retrieval688Decision models118Music & Sound29
Embeddings492Rerankers16Multimodal167Audio13Video0
ModelMIEB lite · Image ClassificationDimensionsMax inputPriceReleased
QEVA02 CLIP B 16QuanSunOpen
80unstated
—0K tokensApr 2023
Siglip So400m Patch14 384GoogleOpen
78.8
1,1520K tokensJan 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
77.8
1,2800K tokensJan 2023
Siglip Large Patch16 384GoogleOpen
77.7
1,0240K tokensJan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
77.3
—0K tokensMar 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
76.8
1,0240K tokensSep 2022
Siglip Large Patch16 256GoogleOpen
76.4
1,0240K tokensJan 2024
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
75.9
7680K tokensSep 2022
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
75.3
7680K tokensApr 2023
eEbind Fullencord-teamOpen
74.7unstated
—0K tokensNov 2025
Siglip Base Patch16 512GoogleOpen
74.6
—0K tokensJan 2024
Clip Vit Large Patch14OpenAIOpen
74.5
7680K tokensFeb 2021
Siglip Base Patch16 384GoogleOpen
74.4
—0K tokensJan 2024
Jina Embeddings v5 Omni SmallJina AIOpen
74.1unstated
1,02433K tokens$0.05 / 1M tokensApr 2026
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
73.8unstated
2,04833K tokensApr 2026
Siglip Base Patch16 256GoogleOpen
73.6
—0K tokensJan 2024
Siglip Base Patch16 224GoogleOpen
73.5
7680K tokensJan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
73.4
—0K tokensJan 2024
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
73.2
—0K tokensApr 2023
EmbeddingGemma 2GoogleOpen
72.9unstated
5128K tokens$0.02 / 1M tokensOct 2026
LLCO Embedding Omni 3BLCO-EmbeddingOpen
72.8unstated
2,04833K tokensOct 2025
LLCO Embedding Omni 7BLCO-EmbeddingOpen
72.5unstated
3,58433K tokensOct 2025
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
71
—0K tokensApr 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
70.8
5120K tokensSep 2022
rE5 VroyokongOpen
70.6
—8K tokensJul 2024
dDNA VL STEER 2BdnotitiaOpen
70.2
2,048 (or 64)33K tokensAug 2026
Dinov2 GiantMetaOpen
69.6
1,536—Jul 2023
VVoyage Multimodal 3Voyage AI (MongoDB)
69.3
—33K tokens$0.12 / 1M tokensNov 2024
Dinov2 LargeMetaOpen
68.9
1,024—Jul 2023
Clip Vit Base Patch16OpenAIOpen
68.8
5120K tokensFeb 2021
TOmniEmbed v0.1TevatronOpen
68.8unstated
—33K tokensApr 2025
HE5 Omni 7BHaon-ChenOpen
68.3unstated
3,58433K tokensJan 2026
Dinov2 BaseMetaOpen
67.6
768—Jul 2023
SBlip2 Opt 6.7B CocoSalesforceOpen
67.1
4,096—Mar 2024
SBlip Itm Large CocoSalesforceOpen
66.6
7681K tokensAug 2023
Dinov2 SmallMetaOpen
65.6
384—Jul 2023
Clip Vit Base Patch32OpenAIOpen
65.3
5120K tokensFeb 2021
kAlign BasekakaobrainOpen
65.1
7680K tokensFeb 2023
SBlip Itm Large FlickrSalesforceOpen
64.9
7681K tokensAug 2023
TVLM2Vec FullTIGER-LabOpen
64.8
3,072131K tokensOct 2024
TVLM2Vec LoRATIGER-LabOpen
64.8
3,072131K tokensOct 2024
SBlip Itm Base CocoSalesforceOpen
64.5
7681K tokensAug 2023
Jina Clip v1Jina AIOpen
64.4
—8K tokens$0.05 / 1M tokensMay 2024
Bge Visualized BaseBAAIOpen
64.2
—8K tokensJun 2024
SBlip2 Opt 2.7BSalesforceOpen
64.1
2,560—Mar 2024
Jina Embeddings v5 Omni NanoJina AIOpen
63.7unstated
7688K tokens$0.02 / 1M tokensApr 2026
nMoco v3 Vit Lnyu-visionxOpen
62.8
——Jun 2024
HE5 Omni 3BHaon-ChenOpen
62.3unstated
2,04833K tokensJan 2026
SBlip Itm Base FlickrSalesforceOpen
62.1
7681K tokensAug 2023
SBlip Image Captioning LargeSalesforceOpen
61.8
7681K tokensDec 2023
nMoco v3 Vit Bnyu-visionxOpen
61.3
——Jun 2024
nNomic Embed Vision v1.5nomic-aiOpen
59.8
—2K tokensJun 2024
SBlip Image Captioning BaseSalesforceOpen
53
7681K tokensAug 2023