Google Colab vs Augment Code vs Lambda vs devlo

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

Your tool
Google Colab
vs
Competitor 1
Augment Code
Competitor 2
Lambda
Competitor 3
devlo
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
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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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 devlo
devlo.ai
Engineering teams get a browser-based system that handles code from multiple angles
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Traffic estimated monthly website traffic
Monthly visits
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MoM change
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▼ 70.3%
6-month growth
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Global rank web
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#8,880,689
Avg. last 3 months
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537
Bounce rate lower is better
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0%
Pages / visit
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Visit duration
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Traffic sources
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Google ColabAugment CodeLambdadevlo
02K3.9K5.9K7.9Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6K1K10Kdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KDec '25Jan '26Feb
Pricing
Model
Free
Paid
Paid
Freemium
Starting price
Free
$20per month
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$19per month · free tier available
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
Standard $20/moBusiness $100/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Capabilities input → output
Input
CodeData
CodeText
CodeData
CodeText
Output
CodeData
Code
Apps
AppsCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
2
11
Coding
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Code reviews
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Agents
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GPU infrastructure
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GitHub pull requests
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Teams performance analytics
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Agent creation
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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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Testing
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Code quality
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Code testing
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Collaborative research
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Cve monitoring
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Data analysis
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Developer tools
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Frontend development
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LLM development
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Community on aitoolstime
Rating
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Upvotes
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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.