Modal vs ModelScope vs SiliconFlow vs Cerebrium

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

Your tool
Modal
vs
Competitor 1
ModelScope
Competitor 2
SiliconFlow
Competitor 3
Cerebrium
Compare
4 tools · best value per row highlighted
Your tool 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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Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
—
427.8Kvisits/mo
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MoM change
▲ 5.7%
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▼ 35.5%
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6-month growth
+13.6%
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+5.4%
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Global rank web
#43,856
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#65,186
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Avg. last 3 months
960K
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540.4K
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Bounce rate lower is better
37%
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40%
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Pages / visit
6.6
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4.7
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Visit duration
5m 31s
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1m 43s
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Traffic sources
● Direct 94% · ● Referral 5%
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● Direct 85% · ● Referral 14%
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ModalModelScopeSiliconFlowCerebrium
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
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Freemium
Freemium
Starting price
$250per month · free tier available
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Free tier
$100per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
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Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Hobby FreeStandard $100/moEnterprise Custom
Capabilities input → output
Input
Code
VideoTextImagesAudio
TextImagesCode
Code
Output
Apps
VideoTextImagesAudio
VideoTextImagesCode
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
6
4
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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Large language models
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Models management
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Performance optimization
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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
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Prompts
0
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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.