Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB lite · Any-to-any Multilingual RetrievalDimensionsMax inputLanguagesPriceReleased
HE5 Omni 7BHaon-ChenOpen
66.1unstated
3,58433K tokens—Jan 2026
EmbeddingGemma 2GoogleOpen
64.6unstated
5128K tokens—$0.02 / 1M tokensOct 2026
dDNA VL STEER 2BdnotitiaOpen
63.7
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
LLCO Embedding Omni 7BLCO-EmbeddingOpen
62.3unstated
3,58433K tokens—Oct 2025
TOmniEmbed v0.1TevatronOpen
59.5unstated
—33K tokens—Apr 2025
rE5 VroyokongOpen
58.3
—8K tokens—Jul 2024
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
57unstated
2,04833K tokensen, es, Estonian +80Apr 2026
LLCO Embedding Omni 3BLCO-EmbeddingOpen
54.6unstated
2,04833K tokens—Oct 2025
Jina Embeddings v5 Omni SmallJina AIOpen
53.7unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
Siglip Base Patch16 256 MultilingualGoogleOpen
52.9
—0K tokens—Jan 2024
HE5 Omni 3BHaon-ChenOpen
51unstated
2,04833K tokens—Jan 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
49
—33K tokens—$0.12 / 1M tokensNov 2024
Siglip Large Patch16 384GoogleOpen
43.5
1,0240K tokens—Jan 2024
Siglip Large Patch16 256GoogleOpen
42.6
1,0240K tokens—Jan 2024
Jina Embeddings v5 Omni NanoJina AIOpen
38.7unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Siglip So400m Patch14 384GoogleOpen
35.4
1,1520K tokens—Jan 2024
Siglip Base Patch16 512GoogleOpen
34.8
—0K tokens—Jan 2024
Siglip Base Patch16 384GoogleOpen
34.5
—0K tokens—Jan 2024
Siglip Base Patch16 224GoogleOpen
33.6
7680K tokens—Jan 2024
Siglip Base Patch16 256GoogleOpen
33.5
—0K tokens—Jan 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
26.2
1,2800K tokens—Jan 2023
eEbind Fullencord-teamOpen
26unstated
—0K tokensenNov 2025
QEVA02 CLIP B 16QuanSunOpen
26unstated
—0K tokens—Apr 2023
TVLM2Vec FullTIGER-LabOpen
24.9
3,072131K tokensenOct 2024
TVLM2Vec LoRATIGER-LabOpen
24.8
3,072131K tokensenOct 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
24.2
—0K tokens—Mar 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
23.9
1,0240K tokens—Sep 2022
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
22.6
7680K tokens—Apr 2023
LLanguageBind OmniLanguageBindOpen
22.6
—0K tokens—Oct 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
21.4
7680K tokens—Sep 2022
kAlign BasekakaobrainOpen
21.2
7680K tokensenFeb 2023
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
19.9
—0K tokens—Apr 2023
Clip Vit Large Patch14OpenAIOpen
19.8
7680K tokens—Feb 2021
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
18.7
5120K tokens—Sep 2022
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
18.7
—0K tokens—Apr 2023
Clip Vit Base Patch16OpenAIOpen
17.3
5120K tokens—Feb 2021
Clip Vit Base Patch32OpenAIOpen
16.5
5120K tokens—Feb 2021
Jina Clip v1Jina AIOpen
16
—8K tokensen$0.05 / 1M tokensMay 2024
SBlip Itm Large CocoSalesforceOpen
15.6
7681K tokens—Aug 2023
SBlip Itm Large FlickrSalesforceOpen
15.2
7681K tokens—Aug 2023
nNomic Embed Vision v1.5nomic-aiOpen
14.3
—2K tokensenJun 2024
SBlip Itm Base CocoSalesforceOpen
14
7681K tokens—Aug 2023
SBlip2 Opt 2.7BSalesforceOpen
13
2,560—enMar 2024
SBlip Itm Base FlickrSalesforceOpen
11.4
7681K tokens—Aug 2023
Bge Visualized BaseBAAIOpen
11.1
—8K tokens—Jun 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
10.6
4,096—enMar 2024
SBlip Image Captioning LargeSalesforceOpen
0.4
7681K tokens—Dec 2023
SBlip Image Captioning BaseSalesforceOpen
0.3
7681K tokens—Aug 2023