ModelScope vs Cerebrium vs Cohere vs AI21 Labs

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

Your tool
ModelScope
vs
Competitor 1
Cerebrium
Competitor 2
Cohere
Competitor 3
AI21 Labs
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 Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Competitor Cohere
cohere.com
Enterprise AI for business language
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Competitor AI21 Labs
ai21.com
AI21 Labs builds foundation models and AI systems for the enterprise.
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Traffic estimated monthly website traffic
Monthly visits
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773.1Kvisits/mo
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MoM change
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▼ 14.2%
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6-month growth
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+68.3%
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Global rank web
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#72,961
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Avg. last 3 months
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758K
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Bounce rate lower is better
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51%
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Pages / visit
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2.5
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Visit duration
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2m 21s
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Traffic sources
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● Direct 78% · ● Referral 20%
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ModelScopeCerebriumCohereAI21 Labs
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
Freemium
Free Trial
Starting price
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$100per month · free tier available
Free tier
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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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Hobby FreeStandard $100/moEnterprise Custom
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Pay As You Go CustomFree Trial FreeJamba Mini CustomJamba Large Custom+1 more
Capabilities input → output
Input
VideoTextImagesAudio
Code
AudioTextDocuments
Text
Output
VideoTextImagesAudio
Apps
TextData
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI APILarge Language Models (LLMs)
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
4
9
7
LLM development
Large language models
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Models
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APIs
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Developer tools
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LLM training
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GPU infrastructure
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Agents
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Chatbots
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Customer support chatbot
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LLM gateway
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Development
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Model routing
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Models management
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Productivity
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Community on aitoolstime
Rating
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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.