Artificial Analysis vs ModelScope vs Hugging Face vs Vertex AI Model Garden

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

Your tool
Artificial Analysis
vs
Competitor 1
ModelScope
Competitor 2
Hugging Face
Competitor 3
Vertex AI Model Garden
Compare
4 tools · best value per row highlighted
Your tool Artificial Analysis
artificialanalysis.ai
Artificial Analysis is an independent AI benchmarking service that compares models and API hosting providers on quality, price, output speed and latency.
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Competitor 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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Traffic estimated monthly website traffic
Monthly visits
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31.2Mvisits/mo
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MoM change
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▲ 10.7%
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6-month growth
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+18.4%
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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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Bounce rate lower is better
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42%
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Pages / visit
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6.3
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Visit duration
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5m 01s
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Traffic sources
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● Direct 81% · ● Referral 18%
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Artificial AnalysisModelScopeHugging FaceVertex AI Model Garden
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 · 31.2M10M100MHugging 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 · 31.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
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Freemium
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Starting price
$417per month
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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
Pro $417/moEnterprise Custom
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Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
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Capabilities input → output
Input
Text
VideoTextImagesAudio
AudioVideoTextImages
TextImagesAudio
Output
Data
AudioVideoTextImages
VideoTextImagesAudio3D
VideoTextImagesAudio
Skill level
Beginner-friendly
Advanced
Advanced
Advanced
Categories
Development & CodeAI APILarge Language Models (LLMs)
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
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
6
6
6
Large language models
Developer tools
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Models
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LLM comparison
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APIs
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Models management
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LLM training
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Benchmarks
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Model comparison
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Development
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LLM development
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LLM testing
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Model training
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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▲ 2
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Saves
0
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1
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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.