Cerebrium vs Modal vs ModelScope vs SiliconFlow

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
SiliconFlow
Compare
4 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
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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.
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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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Traffic estimated monthly website traffic
Monthly visits
—
972.8Kvisits/mo
—
427.8Kvisits/mo
MoM change
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▲ 5.7%
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▼ 35.5%
6-month growth
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+13.6%
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+5.4%
Global rank web
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#43,856
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#65,186
Avg. last 3 months
—
960K
—
540.4K
Bounce rate lower is better
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37%
—
40%
Pages / visit
—
6.6
—
4.7
Visit duration
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5m 31s
—
1m 43s
Traffic sources
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● Direct 94% · ● Referral 5%
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● Direct 85% · ● Referral 14%
CerebriumModalModelScopeSiliconFlow
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Freemium
Starting price
$100per month · free tier available
$250per month · free tier available
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Free tier
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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Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Capabilities input → output
Input
Code
Code
VideoTextImagesAudio
TextImagesCode
Output
Apps
Apps
VideoTextImagesAudio
VideoTextImagesCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
6
6
6
Developer tools
GPU infrastructure
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APIs
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LLM development
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Inference
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Models
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Development
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LLM training
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–
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Large language models
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Models management
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–
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Performance optimization
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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
▲ 0
▲ 0
▲ 0
Saves
0
0
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.