ModelScope vs Hugging Face vs Vertex AI Model Garden vs Seed by ByteDance

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
ModelScope
vs
Competitor 1
Hugging Face
Competitor 2
Vertex AI Model Garden
Competitor 3
Seed by ByteDance
Compare
4 tools · best value per row highlighted
Your tool ModelScope
modelscope.cn
ModelScope is an open-source model community and hosting hub founded in June 2022 by the Institute for Intelligent Computing together with the CCF Open Source Development Committee.
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Competitor Hugging Face
huggingface.co
The GitHub for machine learning
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Competitor Vertex AI Model Garden
cloud.google.com
Vertex AI Model Garden is Google Cloud's catalog for finding, customizing and deploying machine learning models in one place.
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Competitor Seed by ByteDance
seed.bytedance.com
Seed1
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Traffic estimated monthly website traffic
Monthly visits
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31.2Mvisits/mo
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698.5Kvisits/mo
MoM change
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▲ 10.7%
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▲ 7.7%
6-month growth
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+18.4%
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-78.0%
Global rank web
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#1,410
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Avg. last 3 months
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28.8M
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742.3K
Bounce rate lower is better
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42%
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54%
Pages / visit
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6.3
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2.2
Visit duration
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5m 01s
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1m 29s
Traffic sources
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● Direct 81% · ● Referral 18%
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● Direct 74% · ● Referral 25%
ModelScopeHugging FaceVertex AI Model GardenSeed by ByteDance
07.8M15.6M23.4M31.2MHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MSeed by ByteDance · 606.3KSeed by ByteDance · 566.1KSeed by ByteDance · 3.2MSeed by ByteDance · 1.8MSeed by ByteDance · 1.3MSeed by ByteDance · 879.9KSeed by ByteDance · 648.6KSeed by ByteDance · 698.5K100K1M10M100MHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MSeed by ByteDance · 606.3KSeed by ByteDance · 566.1KSeed by ByteDance · 3.2MSeed by ByteDance · 1.8MSeed by ByteDance · 1.3MSeed by ByteDance · 879.9KSeed by ByteDance · 648.6KSeed by ByteDance · 698.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
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Freemium
Starting price
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$9per month · free tier available
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Free tier
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Free trial
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API access
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Plans
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Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
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Capabilities input → output
Input
AudioVideoTextImages
AudioVideoTextImages
TextImagesAudio
VideoTextImagesCode
Output
VideoTextImagesAudio
VideoTextImagesAudio3D
VideoTextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APILarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APILarge Language Models (LLMs)
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
6
7
Large language models
Developer tools
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Models
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APIs
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Models management
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LLM training
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Coding
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Computer use
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Video analysis
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Visual analysis
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Development
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LLM comparison
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LLM development
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Model training
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Multimodal search
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Web scraping
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
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Upvotes
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Saves
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Reviews
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Prompts
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Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.