Modal 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
SiliconFlow
Competitor 2
Cerebrium
Competitor 3
Suggested competitors for Modal: Baseten86% RunPod85% Beam82% Replicate80% Anyscale78% Together AI76% Fireworks AI74% Medjed AI70%
Compare
3 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
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 Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
427.8Kvisits/mo
—
MoM change
▲ 5.7%
▼ 35.5%
—
6-month growth
+13.6%
+5.4%
—
Global rank web
#43,856
#65,186
—
Avg. last 3 months
960K
540.4K
—
Bounce rate lower is better
37%
40%
—
Pages / visit
6.6
4.7
—
Visit duration
5m 31s
1m 43s
—
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 85% · ● Referral 14%
—
ModalSiliconFlowCerebrium
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
Freemium
Starting price
$250per month · free tier available
Free tier
$100per month · free tier available
Free tier
Free trial
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–
–
API access
Plans
Starter FreeTeam $250/moEnterprise Custom
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Hobby FreeStandard $100/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
6
6
4
GPU infrastructure
APIs
Developer tools
Inference
–
LLM development
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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
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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.