Cerebrium vs Lambda vs Shotstack vs SiliconFlow

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

Your tool
Cerebrium
vs
Competitor 1
Lambda
Competitor 2
Shotstack
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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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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
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427.8Kvisits/mo
MoM change
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▼ 35.5%
6-month growth
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+5.4%
Global rank web
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#65,186
Avg. last 3 months
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540.4K
Bounce rate lower is better
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40%
Pages / visit
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4.7
Visit duration
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1m 43s
Traffic sources
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● Direct 85% · ● Referral 14%
CerebriumLambdaShotstackSiliconFlow
0165.7K331.4K497.2K662.9KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$100per month · free tier available
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$39per month
Free tier
Free tier
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Free trial
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API access
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Plans
Hobby FreeStandard $100/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Capabilities input → output
Input
Code
CodeData
CodeImagesVideo
CodeImagesText
Output
Apps
Apps
Video
CodeImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
3
5
6
Developer tools
APIs
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GPU infrastructure
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LLM development
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Inference
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Video editing
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Models
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Personalized videos
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Video generation
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Model training
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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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▲ 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.