Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelMIEB lite · Zero-shot ClassificationDimensionsMax inputLanguagesPriceReleased
eEbind Fullencord-teamOpen
77.5unstated
—0K tokensenNov 2025
QEVA02 CLIP B 16QuanSunOpen
74unstated
—0K tokens—Apr 2023
Siglip So400m Patch14 384GoogleOpen
73.8
1,1520K tokens—Jan 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
72.4
1,2800K tokens—Jan 2023
Siglip Large Patch16 384GoogleOpen
71.3
1,0240K tokens—Jan 2024
Siglip Large Patch16 256GoogleOpen
70.3
1,0240K tokens—Jan 2024
lCLIP ViT G 14 Laion2B S34B B88KlaionOpen
69.6
—0K tokens—Mar 2023
lCLIP ViT L 14 DataComp.XL S13B B90KlaionOpen
69.4
7680K tokens—Apr 2023
lCLIP ViT H 14 Laion2B S32B B79KlaionOpen
69.4
1,0240K tokens—Sep 2022
LLCO Embedding Omni 7BLCO-EmbeddingOpen
68.4unstated
3,58433K tokens—Oct 2025
lCLIP ViT L 14 Laion2B S32B B82KlaionOpen
67.8
7680K tokens—Sep 2022
Siglip Base Patch16 512GoogleOpen
66.3
—0K tokens—Jan 2024
LLCO Embedding Omni 3BLCO-EmbeddingOpen
66.2unstated
2,04833K tokens—Oct 2025
Siglip Base Patch16 384GoogleOpen
66
—0K tokens—Jan 2024
Siglip Base Patch16 256GoogleOpen
65.6
—0K tokens—Jan 2024
Siglip Base Patch16 224GoogleOpen
65
7680K tokens—Jan 2024
EmbeddingGemma 2GoogleOpen
64.6unstated
5128K tokens—$0.02 / 1M tokensOct 2026
Clip Vit Large Patch14OpenAIOpen
63.8
7680K tokens—Feb 2021
Siglip Base Patch16 256 MultilingualGoogleOpen
63.2
—0K tokens—Jan 2024
lCLIP ViT B 16 DataComp.XL S13B B90KlaionOpen
61.9
—0K tokens—Apr 2023
lCLIP ViT B 32 Laion2B S34B B79KlaionOpen
59.8
5120K tokens—Sep 2022
nNomic Embed Vision v1.5nomic-aiOpen
59.5
—2K tokensenJun 2024
lCLIP ViT B 32 DataComp.XL S13B B90KlaionOpen
58.2
—0K tokens—Apr 2023
Clip Vit Base Patch16OpenAIOpen
56.6
5120K tokens—Feb 2021
HE5 Omni 7BHaon-ChenOpen
55.6unstated
3,58433K tokens—Jan 2026
Jina Embeddings v5 Omni SmallJina AIOpen
52.8unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
Clip Vit Base Patch32OpenAIOpen
52.7
5120K tokens—Feb 2021
Jina Clip v1Jina AIOpen
52.6
—8K tokensen$0.05 / 1M tokensMay 2024
SBlip Itm Large FlickrSalesforceOpen
51.7
7681K tokens—Aug 2023
SBlip Itm Large CocoSalesforceOpen
51.6
7681K tokens—Aug 2023
BBidirLM Omni 2.5B EmbeddingBidirLMOpen
51.3unstated
2,04833K tokensen, es, Estonian +80Apr 2026
kAlign BasekakaobrainOpen
50.7
7680K tokensenFeb 2023
dDNA VL STEER 2BdnotitiaOpen
48.8
2,048 (or 64)33K tokensen, es, fr +32Aug 2026
VVoyage Multimodal 3Voyage AI (MongoDB)
48.6
—33K tokens—$0.12 / 1M tokensNov 2024
SBlip Itm Base CocoSalesforceOpen
44
7681K tokens—Aug 2023
SBlip2 Opt 2.7BSalesforceOpen
43.7
2,560—enMar 2024
TOmniEmbed v0.1TevatronOpen
42.4unstated
—33K tokens—Apr 2025
Bge Visualized BaseBAAIOpen
42.1
—8K tokens—Jun 2024
HE5 Omni 3BHaon-ChenOpen
40.8unstated
2,04833K tokens—Jan 2026
SBlip Itm Base FlickrSalesforceOpen
37.8
7681K tokens—Aug 2023
SBlip2 Opt 6.7B CocoSalesforceOpen
36.7
4,096—enMar 2024
rE5 VroyokongOpen
36.2
—8K tokens—Jul 2024
TVLM2Vec FullTIGER-LabOpen
32.1
3,072131K tokensenOct 2024
TVLM2Vec LoRATIGER-LabOpen
32.1
3,072131K tokensenOct 2024
Jina Embeddings v5 Omni NanoJina AIOpen
21.8unstated
7688K tokens—$0.02 / 1M tokensApr 2026
SBlip Image Captioning LargeSalesforceOpen
3.8
7681K tokens—Dec 2023
SBlip Image Captioning BaseSalesforceOpen
3.4
7681K tokens—Aug 2023