Best for Embeddings & Retrieval

All models2292Chat & Knowledge558Coding381Agents & Tool Use541Writing & Language360Vision & Documents395Image Generation & Editing183Video Generation148Speech & Voice358Embeddings & Retrieval671Decision models118Music & Sound29
Embeddings477Rerankers16Multimodal165Audio13Video0
ModelViDoRe v3DimensionsMax inputLanguagesPriceReleased
EVIE 8BTencentOpen
66.2
—262K tokens—Sep 2026
EVIE 4.5BTencentOpen
65.7
—262K tokens—Sep 2026
wWebAI ColVec1.1 8BwebAI-OfficialOpen
64.9
4,096262K tokens—Jul 2026
pplx Embed v2 Late 9Bperplexity-aiOpen
64.8
—4K tokens—Oct 2026
vVultronRetrieverPrime Qwen3.5 8BvultrOpen
64.3
—262K tokensen, es, fr +3Jun 2026
wWebAI ColVec1.1 4BwebAI-OfficialOpen
63.9
2,560262K tokens—Jul 2026
vVultronRetrieverCore Qwen3.5 4.5BvultrOpen
63.6
—262K tokensen, es, fr +3Jun 2026
Nemotron Colembed VL 8B v2NVIDIAOpen
63.4
4,096262K tokens—Jan 2026
wWebAI ColVec1 9BwebAI-OfficialOpen
63
—262K tokens—Apr 2026
nColNanoVDR Q Ettin150M ColVec8B 640 MLnanovdrOpen
62.3
—8K tokens—Sep 2026
wWebAI ColVec1 4BwebAI-OfficialOpen
62.2
—262K tokens—Apr 2026
TTomoro Colqwen3 Embed 8BTomoroAIOpen
61.6
4,096262K tokens—Nov 2025
Nemotron Colembed VL 4B v2NVIDIAOpen
61.5
2,560262K tokens—Jan 2026
pplx Embed v2 Late 0.6Bperplexity-aiOpen
61.5
—4K tokens—Oct 2026
aColqwen3.5 4.5B v3athrael-sojuOpen
61.5
—262K tokensen, es, fr +2Mar 2026
nColNanoVDR Q Ettin150M ColVec4B 640 MLnanovdrOpen
61.2
—8K tokens—Sep 2026
OOps Colqwen3 4BOpenSearch-AIOpen
61.2
2,56033K tokens—Jan 2026
Nemotron 3.5 Embed 8B BF16NVIDIAOpen
60.2
4,09633K tokensen, es, fr +30$0.035 / 1M tokensOct 2026
TTomoro Colqwen3 Embed 4BTomoroAIOpen
60.2
2,560262K tokens—Nov 2025
Llama Nemotron Colembed VL 3B v2NVIDIAOpen
59.8
—8K tokens—Jan 2026
Qwen 3 VL Embedding 8BAlibaba (Qwen)Open
57.8
4,096 (or 64)33K tokens—$0.09 / 1M tokensJan 2026
Nemotron 3.5 Embed 1B BF16NVIDIAOpen
57.7
2,04833K tokensen, es, fr +30$0.015 / 1M tokensOct 2026
nColnomic Embed Multimodal 7Bnomic-aiOpen
57.3
—128K tokensen, es, fr +2Mar 2025
Llama Nemoretriever Colembed 3B v1NVIDIAOpen
57.3
—8K tokens—Jun 2025
vVultronRetrieverFlash Qwen3.5 0.8BvultrOpen
56.2
—262K tokensen, es, fr +3Jun 2026
nColnomic Embed Multimodal 3Bnomic-aiOpen
55.8
—128K tokensen, es, fr +2Mar 2025
Llama Nemoretriever Colembed 1B v1NVIDIAOpen
55.6
—8K tokens—Jun 2025
Qwen 3 VL Embedding 2BAlibaba (Qwen)Open
52.6
2,048 (or 64)33K tokens—Jan 2026
vColqwen2.5 v0.2vidoreOpen
51.9
—128K tokensenJan 2025
aColUltraVBERTathrael-sojuOpen
49.3
—33K tokensen, es, fr +3Oct 2026
nNanoVDR S MultinanovdrOpen
49.1
—1K tokensEN, ES, FR +3Feb 2026
Jina Embeddings v5 Omni SmallJina AIOpen
45.6unstated
1,02433K tokens—$0.05 / 1M tokensApr 2026
Jina Embeddings v5 Omni NanoJina AIOpen
45.6unstated
7688K tokens—$0.02 / 1M tokensApr 2026
vColqwen2 v1.0vidoreOpen
44.7
—33K tokensenNov 2025
vColpali v1.3vidoreOpen
43.1
—16K tokensenNov 2024
aBiUltraVBERTathrael-sojuOpen
31.7
—33K tokensen, es, fr +3Oct 2026
MColmodernvbertModernVBERTOpen
26.1
—8K tokensenOct 2025
vColSmol 256MvidoreOpen
21.4
—8K tokensenJan 2025
Siglip Large Patch16 384GoogleOpen
16.4
1,0240K tokens—Jan 2024
Siglip So400m Patch14 384GoogleOpen
15.8
1,1520K tokens—Jan 2024
MBimodernvbertModernVBERTOpen
15.1
7688K tokensenOct 2025
MModernvbert EmbedModernVBERTOpen
14.7
7688K tokensenOct 2025
Siglip Base Patch16 512GoogleOpen
14.7
—0K tokens—Jan 2024
Siglip Base Patch16 384GoogleOpen
11.6
—0K tokens—Jan 2024
Clip Vit Large Patch14OpenAIOpen
8
7680K tokens—Feb 2021
Siglip Base Patch16 256GoogleOpen
6.7
—0K tokens—Jan 2024
Siglip Base Patch16 256 MultilingualGoogleOpen
6.2
—0K tokens—Jan 2024
Siglip Base Patch16 224GoogleOpen
5.4
7680K tokens—Jan 2024
Clip Vit Base Patch16OpenAIOpen
4.4
5120K tokens—Feb 2021
Clip Vit Base Patch32OpenAIOpen
2.2
5120K tokens—Feb 2021