Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB lite · CompositionalityDimensionsMax inputLanguagesPriceReleased
LLCO Embedding Omni 7BLCO-EmbeddingOpen
50unstated
3,58433K tokens—Oct 2025
LLCO Embedding Omni 3BLCO-EmbeddingOpen
47.6unstated
2,04833K tokens—Oct 2025
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
46unstated
2,04833K tokensen, es, Estonian +80Apr 2026
eEbind Fullencord-teamOpen
41unstated
—0K tokensenNov 2025
Jina Embeddings v5 Omni SmallJina AIOpen
40.5unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
HE5 Omni 7BHaon-ChenOpen
40.4unstated
3,58433K tokens—Jan 2026
Clip Vit Base Patch16OpenAIOpen
39.9
5120K tokens—Feb 2021
Clip Vit Base Patch32OpenAIOpen
39.7
5120K tokens—Feb 2021
Clip Vit Large Patch14OpenAIOpen
39.4
7680K tokens—Feb 2021
rE5 VroyokongOpen
39.4
—8K tokens—Jul 2024
Jina Clip v1Jina AIOpen
39
—8K tokensen$0.05 / 1M tokensMay 2024
QEVA02 CLIP B 16QuanSunOpen
38.9unstated
—0K tokens—Apr 2023
EmbeddingGemma 2GoogleOpen
38.6unstated
5128K tokens—$0.02 / 1M tokensOct 2026
TOmniEmbed v0.1TevatronOpen
37.8unstated
—33K tokens—Apr 2025
dDNA VL STEER 2BdnotitiaOpen
37.2
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
35.8
—33K tokens—$0.12 / 1M tokensNov 2024
SBlip Itm Base FlickrSalesforceOpen
35.4
7681K tokens—Aug 2023
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
35
1,2800K tokens—Jan 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
34.8
1,0240K tokens—Sep 2022
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
34.7
—0K tokens—Mar 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
33.9
5120K tokens—Sep 2022
SBlip Itm Base CocoSalesforceOpen
33.7
7681K tokens—Aug 2023
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
33.6
7680K tokens—Sep 2022
kAlign BasekakaobrainOpen
33.5
7680K tokensenFeb 2023
Siglip Large Patch16 256GoogleOpen
33.4
1,0240K tokens—Jan 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
33.1
—0K tokens—Apr 2023
Siglip So400m Patch14 384GoogleOpen
32.8
1,1520K tokens—Jan 2024
Siglip Base Patch16 224GoogleOpen
32.5
7680K tokens—Jan 2024
Siglip Base Patch16 256GoogleOpen
32.2
—0K tokens—Jan 2024
Siglip Large Patch16 384GoogleOpen
32.1
1,0240K tokens—Jan 2024
SBlip Itm Large CocoSalesforceOpen
32
7681K tokens—Aug 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
31.7
7680K tokens—Apr 2023
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
31.4
—0K tokens—Apr 2023
SBlip Itm Large FlickrSalesforceOpen
31.1
7681K tokens—Aug 2023
nNomic Embed Vision v1.5nomic-aiOpen
31
—2K tokensenJun 2024
Siglip Base Patch16 384GoogleOpen
31
—0K tokens—Jan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
30.7
—0K tokens—Jan 2024
TVLM2Vec FullTIGER-LabOpen
30.2
3,072131K tokensenOct 2024
Siglip Base Patch16 512GoogleOpen
29.7
—0K tokens—Jan 2024
Jina Embeddings v5 Omni NanoJina AIOpen
29.6unstated
7688K tokens—$0.02 / 1M tokensApr 2026
TVLM2Vec LoRATIGER-LabOpen
29.4
3,072131K tokensenOct 2024
HE5 Omni 3BHaon-ChenOpen
27.8unstated
2,04833K tokens—Jan 2026
SBlip2 Opt 6.7B CocoSalesforceOpen
25.7
4,096—enMar 2024
SBlip2 Opt 2.7BSalesforceOpen
24
2,560—enMar 2024
SBlip Image Captioning BaseSalesforceOpen
23.7
7681K tokens—Aug 2023
Bge Visualized BaseBAAIOpen
23.3
—8K tokens—Jun 2024
SBlip Image Captioning LargeSalesforceOpen
23.2
7681K tokens—Dec 2023