Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB liteDimensionsMax inputLanguagesPriceReleased
LLCO Embedding Omni 7BLCO-EmbeddingOpen
68.8unstated
3,58433K tokens—Oct 2025
LLCO Embedding Omni 3BLCO-EmbeddingOpen
66.4unstated
2,04833K tokens—Oct 2025
HE5 Omni 7BHaon-ChenOpen
65.2unstated
3,58433K tokens—Jan 2026
dDNA VL STEER 2BdnotitiaOpen
64.3
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
EmbeddingGemma 2GoogleOpen
63.5unstated
5128K tokens—$0.02 / 1M tokensOct 2026
Jina Embeddings v5 Omni SmallJina AIOpen
61.1unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
59.7
—33K tokens—$0.12 / 1M tokensNov 2024
TOmniEmbed v0.1TevatronOpen
58.3unstated
—33K tokens—Apr 2025
HE5 Omni 3BHaon-ChenOpen
57.1unstated
2,04833K tokens—Jan 2026
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
56unstated
2,04833K tokensen, es, Estonian +80Apr 2026
eEbind Fullencord-teamOpen
55.2unstated
—0K tokensenNov 2025
Siglip So400m Patch14 384GoogleOpen
53.5
1,1520K tokens—Jan 2024
Siglip Large Patch16 384GoogleOpen
53.3
1,0240K tokens—Jan 2024
rE5 VroyokongOpen
51.9
—8K tokens—Jul 2024
Siglip Large Patch16 256GoogleOpen
51.4
1,0240K tokens—Jan 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
51.3
1,2800K tokens—Jan 2023
Siglip Base Patch16 512GoogleOpen
50.9
—0K tokens—Jan 2024
QEVA02 CLIP B 16QuanSunOpen
50.8unstated
—0K tokens—Apr 2023
Siglip Base Patch16 384GoogleOpen
50.5
—0K tokens—Jan 2024
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
50.4
7680K tokens—Apr 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
50
1,0240K tokens—Sep 2022
Siglip Base Patch16 256 MultilingualGoogleOpen
49.7
—0K tokens—Jan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
49.4
—0K tokens—Mar 2023
Jina Embeddings v5 Omni NanoJina AIOpen
49.4unstated
7688K tokens—$0.02 / 1M tokensApr 2026
Siglip Base Patch16 256GoogleOpen
48.4
—0K tokens—Jan 2024
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
47.6
7680K tokens—Sep 2022
Clip Vit Large Patch14OpenAIOpen
47.4
7680K tokens—Feb 2021
Siglip Base Patch16 224GoogleOpen
47.4
7680K tokens—Jan 2024
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
46.6
—0K tokens—Apr 2023
TVLM2Vec LoRATIGER-LabOpen
46
3,072131K tokensenOct 2024
TVLM2Vec FullTIGER-LabOpen
45.9
3,072131K tokensenOct 2024
Clip Vit Base Patch16OpenAIOpen
43.5
5120K tokens—Feb 2021
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
42.6
5120K tokens—Sep 2022
SBlip Itm Large CocoSalesforceOpen
42
7681K tokens—Aug 2023
Jina Clip v1Jina AIOpen
41.6
—8K tokensen$0.05 / 1M tokensMay 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
41.5
—0K tokens—Apr 2023
kAlign BasekakaobrainOpen
41.3
7680K tokensenFeb 2023
SBlip Itm Base CocoSalesforceOpen
41
7681K tokens—Aug 2023
SBlip Itm Large FlickrSalesforceOpen
40.5
7681K tokens—Aug 2023
SBlip Itm Base FlickrSalesforceOpen
39.9
7681K tokens—Aug 2023
Clip Vit Base Patch32OpenAIOpen
38.6
5120K tokens—Feb 2021
Bge Visualized BaseBAAIOpen
38
—8K tokens—Jun 2024
nNomic Embed Vision v1.5nomic-aiOpen
36.4
—2K tokensenJun 2024
SBlip2 Opt 2.7BSalesforceOpen
34.6
2,560—enMar 2024
SBlip2 Opt 6.7B CocoSalesforceOpen
33.4
4,096—enMar 2024
SBlip Image Captioning LargeSalesforceOpen
31.1
7681K tokens—Dec 2023
SBlip Image Captioning BaseSalesforceOpen
27.6
7681K tokens—Aug 2023