Google Colab vs GitHub Copilot vs devlo vs Lambda

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

Your tool
Google Colab
vs
Competitor 1
GitHub Copilot
Competitor 2
devlo
Competitor 3
Lambda
Compare
4 tools · best value per row highlighted
Your tool Google Colab
colab.research.google.com
A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor devlo
devlo.ai
Engineering teams get a browser-based system that handles code from multiple angles
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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637.9Mvisits/mo
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MoM change
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▲ 3.7%
▼ 70.3%
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6-month growth
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+19.3%
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Global rank web
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#49
#8,880,689
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Avg. last 3 months
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629.7M
537
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Bounce rate lower is better
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36%
0%
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Pages / visit
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5.9
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Visit duration
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6m 26s
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Traffic sources
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● Direct 83% · ● Referral 15%
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Google ColabGitHub CopilotdevloLambda
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 · 637.9Mdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6K1K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9Mdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Paid
Starting price
Free
$4per month · free tier available
$19per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Free FreeProFree Pro Plan for US College Students Free
Free FreeTeam $4/moEnterprise $21/mo
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
CodeData
CodeText
CodeText
CodeData
Output
CodeData
Code
AppsCode
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
14
3
Coding
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Agents
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Code reviews
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GPU infrastructure
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Model training
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Debugging
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Developer tools
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Code autocompletion
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GitHub pull requests
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Jupyter notebooks
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Teams performance analytics
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Agent creation
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Coding in VS Code
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Data science
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Development
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GitHub
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Jira tickets
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Vs code
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Agent management
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Code quality
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Codebase q a
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Collaborative research
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Data analysis
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Frontend development
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No-code
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Terminal
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Community on aitoolstime
Rating
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Saves
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Reviews
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Prompts
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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.