Cerebrium vs SiliconFlow vs Replicate vs Vast.ai

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
Replicate
Competitor 3
Vast.ai
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 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 Replicate
replicate.com
Run open-source AI without managing servers
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Competitor Vast.ai
vast.ai
Vast.ai is a GPU rental marketplace where developers and AI teams rent compute for training, fine-tuning, inference and rendering.
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Traffic estimated monthly website traffic
Monthly visits
—
427.8Kvisits/mo
1Mvisits/mo
—
MoM change
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▼ 35.5%
▼ 3.1%
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6-month growth
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+5.4%
-30.2%
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Global rank web
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#65,186
#39,584
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Avg. last 3 months
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540.4K
1.1M
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Bounce rate lower is better
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40%
35%
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Pages / visit
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4.7
5.6
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Visit duration
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1m 43s
5m 09s
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Traffic sources
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● Direct 85% · ● Referral 14%
● Direct 92% · ● Referral 6%
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CerebriumSiliconFlowReplicateVast.ai
0415.2K830.4K1.2M1.7MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$100per month · free tier available
Free tier
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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
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Public Models Custom/usage-basedPrivate Models Custom/usage-based
On-Demand GPU CustomInterruptible CustomReserved CustomSandbox $0.32/hour
Capabilities input → output
Input
Code
CodeImagesText
ImagesText
Code
Output
Apps
VideoCodeImagesText
VideoTextImagesAudio
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIOpen Source AI Models
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
4
6
9
6
APIs
Developer tools
GPU infrastructure
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LLM development
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Inference
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Models
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API integrations
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Cloud computing
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Cloud infrastructure
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Development
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Image generation
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Model training
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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0
0
Reviews
0
0
0
0
Prompts
0
0
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.