Google Colab vs GitHub Copilot vs Augment Code vs MostlyAI

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
Augment Code
Competitor 3
MostlyAI
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 Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Make main Remove
Competitor MostlyAI
mostly.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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637.9Mvisits/mo
—
43.5Kvisits/mo
MoM change
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▲ 3.7%
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▼ 22.5%
6-month growth
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+19.3%
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-35.7%
Global rank web
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#49
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#791,007
Avg. last 3 months
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629.7M
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55.6K
Bounce rate lower is better
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36%
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39%
Pages / visit
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5.9
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1.8
Visit duration
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6m 26s
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22s
Traffic sources
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● Direct 83% · ● Referral 15%
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Google ColabGitHub CopilotAugment CodeMostlyAI
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 · 637.9MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Paid
Free
Starting price
Free
$4per month · free tier available
$20per month
Free
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
Standard $20/moBusiness $100/moEnterprise Custom
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Capabilities input → output
Input
CodeData
CodeText
CodeText
DataText
Output
CodeData
Code
Code
Data
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 Code Review+2 more
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
6
6
Coding
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Code reviews
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Agents
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Data analysis
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Data science
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Developer tools
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Code autocompletion
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Jupyter notebooks
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Synthetic data
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Coding in VS Code
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Model training
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Testing
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Vs code
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Agent creation
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Agent management
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Code testing
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Collaborative research
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Data anonymization
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Data privacy compliance
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Debugging
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GPU infrastructure
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Terminal
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
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Reviews
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Prompts
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2
0
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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.