Cerebrium vs SiliconFlow vs Modal

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

Your tool
Cerebrium
vs
Competitor 1
SiliconFlow
Competitor 2
Modal
Competitor 3
Suggested competitors for Cerebrium: Hugging Face Inference Endpoints95% Beam94% Novita AI93% fal.ai92% Runware92% Together AI91% Vast.ai91% Fireworks AI89%
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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 SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
427.8Kvisits/mo
972.8Kvisits/mo
MoM change
—
▼ 35.5%
▲ 5.7%
6-month growth
—
+5.4%
+13.6%
Global rank web
—
#65,186
#43,856
Avg. last 3 months
—
540.4K
960K
Bounce rate lower is better
—
40%
37%
Pages / visit
—
4.7
6.6
Visit duration
—
1m 43s
5m 31s
Traffic sources
—
● Direct 85% · ● Referral 14%
● Direct 94% · ● Referral 5%
CerebriumSiliconFlowModal
0291.9K583.7K875.6K1.2MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KModal · 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
Freemium
Starting price
$100per month · free tier available
Free tier
$250per month · free tier available
Free tier
Free trial
–
–
–
API access
Plans
Hobby FreeStandard $100/moEnterprise Custom
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
Code
CodeImagesText
Code
Output
Apps
CodeImagesTextVideo
Apps
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
4
6
6
GPU infrastructure
APIs
Developer tools
Inference
–
LLM development
–
Models
–
–
Development
–
–
Performance optimization
–
–
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
–
–
–

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.