Cerebrium vs Modal vs ModelScope

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

Your tool
Cerebrium
vs
Competitor 1
Modal
Competitor 2
ModelScope
Competitor 3
Suggested competitors for Cerebrium: Beam93% Novita AI93% Together AI91% RunPod91% fal.ai91% Runware91% Vast.ai90% SiliconFlow89%
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3 tools · best value per row highlighted
Your tool Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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972.8Kvisits/mo
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MoM change
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▲ 5.7%
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6-month growth
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+13.6%
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Global rank web
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#43,856
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Avg. last 3 months
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960K
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Bounce rate lower is better
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37%
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Pages / visit
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6.6
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Visit duration
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5m 31s
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Traffic sources
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● Direct 94% · ● Referral 5%
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CerebriumModalModelScope
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Starting price
$100per month · free tier available
$250per month · free tier available
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Free tier
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Free trial
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–
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API access
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Plans
Hobby FreeStandard $100/moEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
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Capabilities input → output
Input
Code
Code
AudioImagesTextVideo
Output
Apps
Apps
AudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
6
5
Developer tools
GPU infrastructure
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LLM development
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Models
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Inference
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APIs
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Development
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LLM training
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Large language models
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Performance optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.