ModelScope vs Cohere vs Replicate vs Gemma

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

Your tool
ModelScope
vs
Competitor 1
Cohere
Competitor 2
Replicate
Competitor 3
Gemma
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 Cohere
cohere.com
Enterprise AI for business language
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
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Competitor Gemma
deepmind.google
Gemma is Google DeepMind's family of open models that developers use to build AI applications running on phones, laptops and cloud servers.
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Traffic estimated monthly website traffic
Monthly visits
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773.1Kvisits/mo
1Mvisits/mo
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MoM change
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▼ 14.2%
▼ 3.1%
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6-month growth
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+68.3%
-30.2%
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Global rank web
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#72,961
#39,584
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Avg. last 3 months
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758K
1.1M
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Bounce rate lower is better
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51%
35%
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Pages / visit
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2.5
5.6
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Visit duration
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2m 21s
5m 09s
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Traffic sources
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● Direct 78% · ● Referral 20%
● Direct 92% · ● Referral 6%
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ModelScopeCohereReplicateGemma
0415.2K830.4K1.2M1.7MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Freemium
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Starting price
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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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Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Capabilities input → output
Input
AudioVideoTextImages
TextDocumentsAudio
ImagesText
TextImages
Output
VideoTextImagesAudio
TextData
VideoTextImagesAudio
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
9
9
7
Models
LLM development
Large language models
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Developer tools
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APIs
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Development
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LLM training
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API integrations
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Agents
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Chatbots
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Customer support chatbot
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Inference
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Image generation
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Medical image analysis
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Models management
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Productivity
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Translations
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Video generation
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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.