Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB lite · Vision Centric QADimensionsMax inputLanguagesPriceReleased
dDNA VL STEER 2BdnotitiaOpen
78
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
LLCO Embedding Omni 7BLCO-EmbeddingOpen
72.6unstated
3,58433K tokens—Oct 2025
HE5 Omni 7BHaon-ChenOpen
69.3unstated
3,58433K tokens—Jan 2026
LLCO Embedding Omni 3BLCO-EmbeddingOpen
69unstated
2,04833K tokens—Oct 2025
TVLM2Vec LoRATIGER-LabOpen
65.3
3,072131K tokensenOct 2024
TVLM2Vec FullTIGER-LabOpen
65.3
3,072131K tokensenOct 2024
HE5 Omni 3BHaon-ChenOpen
60.7unstated
2,04833K tokens—Jan 2026
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
56.9
—0K tokens—Apr 2023
Jina Embeddings v5 Omni SmallJina AIOpen
56.2unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
LLanguageBind OmniLanguageBindOpen
55.6
—0K tokens—Oct 2023
Siglip Base Patch16 512GoogleOpen
55.5
—0K tokens—Jan 2024
Bge Visualized BaseBAAIOpen
55.5
—8K tokens—Jun 2024
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
55.4unstated
2,04833K tokensen, es, Estonian +80Apr 2026
SBlip2 Opt 2.7BSalesforceOpen
55.4
2,560—enMar 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
55.3
4,096—enMar 2024
SBlip Itm Base FlickrSalesforceOpen
55.1
7681K tokens—Aug 2023
Siglip Base Patch16 384GoogleOpen
55.1
—0K tokens—Jan 2024
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
54.9
7680K tokens—Apr 2023
Siglip Base Patch16 256GoogleOpen
54.4
—0K tokens—Jan 2024
SBlip Itm Large CocoSalesforceOpen
53.6
7681K tokens—Aug 2023
Siglip Base Patch16 256 MultilingualGoogleOpen
53.3
—0K tokens—Jan 2024
Siglip Base Patch16 224GoogleOpen
53
7680K tokens—Jan 2024
rE5 VroyokongOpen
52.6
—8K tokens—Jul 2024
EmbeddingGemma 2GoogleOpen
52.1unstated
5128K tokens—$0.02 / 1M tokensOct 2026
eEbind Fullencord-teamOpen
51.5unstated
—0K tokensenNov 2025
SBlip Image Captioning LargeSalesforceOpen
51
7681K tokens—Dec 2023
TOmniEmbed v0.1TevatronOpen
50.3unstated
—33K tokens—Apr 2025
VVoyage Multimodal 3Voyage AI (MongoDB)
50.1
—33K tokens—$0.12 / 1M tokensNov 2024
Jina Embeddings v5 Omni NanoJina AIOpen
50unstated
7688K tokens—$0.02 / 1M tokensApr 2026
SBlip Itm Base CocoSalesforceOpen
49.3
7681K tokens—Aug 2023
SBlip Itm Large FlickrSalesforceOpen
49.1
7681K tokens—Aug 2023
nNomic Embed Vision v1.5nomic-aiOpen
48.3
—2K tokensenJun 2024
Clip Vit Base Patch16OpenAIOpen
48
5120K tokens—Feb 2021
Siglip So400m Patch14 384GoogleOpen
48
1,1520K tokens—Jan 2024
Jina Clip v1Jina AIOpen
47.4
—8K tokensen$0.05 / 1M tokensMay 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
47.3
—0K tokens—Apr 2023
kAlign BasekakaobrainOpen
47.1
7680K tokensenFeb 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
46.9
7680K tokens—Sep 2022
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
46.8
1,0240K tokens—Sep 2022
Siglip Large Patch16 384GoogleOpen
46.8
1,0240K tokens—Jan 2024
QEVA02 CLIP B 16QuanSunOpen
46.6unstated
—0K tokens—Apr 2023
Siglip Large Patch16 256GoogleOpen
46.5
1,0240K tokens—Jan 2024
SBlip Image Captioning BaseSalesforceOpen
45.6
7681K tokens—Aug 2023
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
45
—0K tokens—Mar 2023
Clip Vit Large Patch14OpenAIOpen
44.8
7680K tokens—Feb 2021
Clip Vit Base Patch32OpenAIOpen
43.3
5120K tokens—Feb 2021
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
43
1,2800K tokens—Jan 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
42.9
5120K tokens—Sep 2022