Cerebrium vs Lambda vs Fireworks AI 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
Fireworks AI
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 Fireworks AI
fireworks.ai
Production AI infrastructure
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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
—
—
713.6Kvisits/mo
427.8Kvisits/mo
MoM change
—
—
▼ 21.1%
▼ 35.5%
6-month growth
—
—
+62.9%
+5.4%
Global rank web
—
—
#55,462
#65,186
Avg. last 3 months
—
—
743.7K
540.4K
Bounce rate lower is better
—
—
43%
40%
Pages / visit
—
—
3.6
4.7
Visit duration
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—
2m 40s
1m 43s
Traffic sources
—
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● Direct 91% · ● Referral 6%
● Direct 85% · ● Referral 14%
CerebriumLambdaFireworks AISiliconFlow
0226K452K678K904KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$100per month · free tier available
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Free tier
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
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Capabilities input → output
Input
Code
DataCode
ImagesTextCode
TextImagesCode
Output
Apps
Apps
TextCode
VideoTextImagesCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
3
7
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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Models
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Fine-Tuning
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–
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Development
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–
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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
▲ 0
▲ 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.