Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelViDoRe v1&v2DimensionsMax inputLanguagesPriceReleased
DArgus Colqwen3.5 9B v0DataScience-UIBKOpen
86unstated
4,09633K tokensenMay 2026
vVultronRetrieverPrime Qwen3.5 8BvultrOpen
85.3
—262K tokensen, es, fr +3Jun 2026
OOps Colqwen3 4BOpenSearch-AIOpen
84.9
2,56033K tokens—Jan 2026
Nemotron Colembed VL 8B v2NVIDIAOpen
84.8
4,096262K tokens—Jan 2026
vVultronRetrieverCore Qwen3.5 4.5BvultrOpen
84.8
—262K tokensen, es, fr +3Jun 2026
DArgus Colqwen3.5 4B v0DataScience-UIBKOpen
84.3unstated
2,56033K tokensenApr 2026
wWebAI ColVec1 9BwebAI-OfficialOpen
84
—262K tokens—Apr 2026
Nemotron Colembed VL 4B v2NVIDIAOpen
83.9
2,560262K tokens—Jan 2026
aColqwen3.5 4.5B v3athrael-sojuOpen
83.7
—262K tokensen, es, fr +2Mar 2026
Llama Nemotron Colembed VL 3B v2NVIDIAOpen
83.6
—8K tokens—Jan 2026
TTomoro Colqwen3 Embed 8BTomoroAIOpen
83.5
4,096262K tokens—Nov 2025
AEvoQwen2.5 VL Retriever 7B v1ApsaraStackMaaSOpen
83.4
3,584128K tokensenNov 2025
nColNanoVDR Q Ettin150M ColVec8B 640 MLnanovdrOpen
83.4
—8K tokens—Sep 2026
TTomoro Colqwen3 Embed 4BTomoroAIOpen
83.2
2,560262K tokens—Nov 2025
Llama Nemoretriever Colembed 3B v1NVIDIAOpen
83.1
—8K tokens—Jun 2025
DArgus Colqwen3.5 2B v0DataScience-UIBKOpen
83unstated
2,04833K tokensenMay 2026
VSauerkrautLM ColQwen3 8B v0.1VAGOsolutionsOpen
82.9
—262K tokensen, es, fr +3Dec 2025
wWebAI ColVec1 4BwebAI-OfficialOpen
82.8
—262K tokens—Apr 2026
AEvoQwen2.5 VL Retriever 3B v1ApsaraStackMaaSOpen
82.8
2,048128K tokensenNov 2025
Llama Nemoretriever Colembed 1B v1NVIDIAOpen
82.6
—8K tokens—Jun 2025
nColNanoVDR Q Ettin150M ColVec4B 640 MLnanovdrOpen
82.5
—8K tokens—Sep 2026
VSauerkrautLM ColQwen3 4B v0.1VAGOsolutionsOpen
82
—262K tokensen, es, fr +3Dec 2025
nColnomic Embed Multimodal 7Bnomic-aiOpen
81.3
—128K tokensen, es, fr +2Mar 2025
Jina Embeddings v4Jina AIOpen
81.2unstated
2,048 (or 128, 256)128K tokens—$0.05 / 1M tokensJun 2025
vColqwen2.5 v0.2vidoreOpen
81.1
—128K tokensenJan 2025
VSauerkrautLM ColQwen3 2B v0.1VAGOsolutionsOpen
81
—262K tokensen, es, fr +3Dec 2025
vVultronRetrieverFlash Qwen3.5 0.8BvultrOpen
80.2
—262K tokensen, es, fr +3Jun 2026
nColnomic Embed Multimodal 3Bnomic-aiOpen
80.1
—128K tokensen, es, fr +2Mar 2025
vColqwen2 v1.0vidoreOpen
79.7
—33K tokensenNov 2025
VSauerkrautLM ColQwen3 1.7B Turbo v0.1VAGOsolutionsOpen
77.9
—262K tokensen, es, fr +3Dec 2025
Granite Vision 3.3 2B EmbeddingIBMOpen
77.7
2,048128K tokensenJun 2025
aColUltraVBERTathrael-sojuOpen
77.4
—33K tokensen, es, fr +3Oct 2026
eEager Embed v1eagerworksOpen
77
2,560262K tokens—Nov 2025
nNanoVDR S MultinanovdrOpen
76.5
—1K tokensEN, ES, FR +3Feb 2026
vColpali v1.3vidoreOpen
76.2
—16K tokensenNov 2024
VVoyage Multimodal 3Voyage AI (MongoDB)
75.7
—33K tokens—$0.12 / 1M tokensNov 2024
vColpali v1.2vidoreOpen
74.3
—16K tokensenAug 2024
VSauerkrautLM ColLFM2 450M v0.1VAGOsolutionsOpen
74.3
—33K tokensen, es, fr +3Dec 2025
vColpali v1.1vidoreOpen
72.6
—16K tokensenAug 2024
VSauerkrautLM ColMinistral3 3B v0.1VAGOsolutionsOpen
71.9
—262K tokensen, es, fr +3Dec 2025
vColSmol 500MvidoreOpen
71.2
—8K tokensenJan 2025
vColSmol 256MvidoreOpen
66.9
—8K tokensenJan 2025
aBiUltraVBERTathrael-sojuOpen
62.3
—33K tokensen, es, fr +3Oct 2026
rE5 VroyokongOpen
58.1
—8K tokens—Jul 2024
Siglip So400m Patch14 384GoogleOpen
49.7
1,1520K tokens—Jan 2024
TVLM2Vec FullTIGER-LabOpen
44.7
3,072131K tokensenOct 2024
lCLIP ViT BigG 14 Laion2B 39B B160klaionOpen
36.4
1,2800K tokens—Jan 2023
Clip Vit Base Patch16OpenAIOpen
21.4
5120K tokens—Feb 2021
Jina Clip v1Jina AIOpen
15.4
—8K tokensen$0.05 / 1M tokensMay 2024