Cerebrium vs GitHub Copilot 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
GitHub Copilot
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.
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
1Mvisits/mo
—
MoM change
—
▲ 3.7%
▼ 3.1%
—
6-month growth
—
+19.3%
-30.2%
—
Global rank web
—
#49
#39,584
—
Avg. last 3 months
—
629.7M
1.1M
—
Bounce rate lower is better
—
36%
35%
—
Pages / visit
—
5.9
5.6
—
Visit duration
—
6m 26s
5m 09s
—
Traffic sources
—
● Direct 83% · ● Referral 15%
● Direct 92% · ● Referral 6%
—
CerebriumGitHub CopilotReplicateVast.ai
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MReplicate · 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
$4per month · free tier available
—
—
Free tier
–
–
Free trial
–
–
–
API access
–
–
Plans
Hobby FreeStandard $100/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
On-Demand GPU CustomInterruptible CustomReserved CustomSandbox $0.32/hour
Capabilities input → output
Input
Code
CodeText
ImagesText
Code
Output
Apps
Code
AudioImagesTextVideo
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
9
9
6
APIs
–
Developer tools
–
GPU infrastructure
–
–
LLM development
–
–
Code autocompletion
–
–
–
Coding
–
–
–
API integrations
–
–
–
Agents
–
–
–
Cloud computing
–
–
–
Cloud infrastructure
–
–
–
Code reviews
–
–
–
Coding in VS Code
–
–
–
Inference
–
–
–
Models
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Debugging
–
–
–
Development
–
–
–
Image generation
–
–
–
Model training
–
–
–
Terminal
–
–
–
Video generation
–
–
–
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
2
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.