ModelScope vs Hugging Face vs SiliconFlow vs Cohere

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
SiliconFlow
Competitor 3
Cohere
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
Make main Remove
Competitor SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
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Competitor Cohere
cohere.com
Enterprise AI for business language
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
31.2Mvisits/mo
427.8Kvisits/mo
773.1Kvisits/mo
MoM change
—
▲ 10.7%
▼ 35.5%
▼ 14.2%
6-month growth
—
+18.4%
+5.4%
+68.3%
Global rank web
—
#1,410
#65,186
#72,961
Avg. last 3 months
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28.8M
540.4K
758K
Bounce rate lower is better
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42%
40%
51%
Pages / visit
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6.3
4.7
2.5
Visit duration
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5m 01s
1m 43s
2m 21s
Traffic sources
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● Direct 81% · ● Referral 18%
● Direct 85% · ● Referral 14%
● Direct 78% · ● Referral 20%
ModelScopeHugging FaceSiliconFlowCohere
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 · 31.2MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1K100K1M10M100MHugging 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 · 31.2MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Freemium
Freemium
Starting price
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$9per month · free tier available
Free tier
Free tier
Free tier
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Free trial
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–
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API access
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–
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Plans
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Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Capabilities input → output
Input
VideoTextImagesAudio
AudioVideoTextImages
CodeTextImages
TextDocumentsAudio
Output
VideoTextImagesAudio
VideoTextImagesAudio3D
VideoTextImagesCode
TextData
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 APIOpen Source AI Models
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
6
9
Models
APIs
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Large language models
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Developer tools
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LLM development
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Development
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–
LLM training
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Inference
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–
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Agents
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–
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Chatbots
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–
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Customer support chatbot
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–
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GPU infrastructure
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–
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Models management
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–
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Productivity
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 2
▲ 0
▲ 0
Saves
0
1
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.