ModelScope vs Vertex AI Model Garden vs Cohere

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

Your tool
ModelScope
vs
Competitor 1
Vertex AI Model Garden
Competitor 2
Cohere
Competitor 3
Suggested competitors for ModelScope: Hugging Face89% Gemma86% AI21 Labs80% Ollama79% Mistral AI77% DeepSeek77% ChatLLaMA77% Evo 275%
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3 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 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 Cohere
cohere.com
Enterprise AI for business language
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Traffic estimated monthly website traffic
Monthly visits
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773.1Kvisits/mo
MoM change
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▼ 14.2%
6-month growth
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+68.3%
Global rank web
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#72,961
Avg. last 3 months
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758K
Bounce rate lower is better
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51%
Pages / visit
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2.5
Visit duration
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2m 21s
Traffic sources
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● Direct 78% · ● Referral 20%
ModelScopeVertex AI Model GardenCohere
0225.3K450.6K676K901.3KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1K100K1MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
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Freemium
Starting price
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Free tier
Free tier
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Free trial
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API access
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Plans
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Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Capabilities input → output
Input
VideoTextImagesAudio
TextImagesAudio
AudioTextDocuments
Output
ImagesVideoTextAudio
VideoTextImagesAudio
TextData
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APILarge Language Models (LLMs)Open Source AI Models
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
9
Large language models
Models
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APIs
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Developer tools
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LLM development
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Models management
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Agents
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Chatbots
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Customer support chatbot
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Development
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LLM comparison
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LLM training
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Model training
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Productivity
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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0
Reviews
0
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0
Prompts
0
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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.