MostlyAI vs Pathmaker vs GitHub Copilot vs Google Colab

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

Your tool
MostlyAI
vs
Competitor 1
Pathmaker
Competitor 2
GitHub Copilot
Competitor 3
Google Colab
Compare
4 tools · best value per row highlighted
Your tool MostlyAI
mostly.ai
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Competitor Pathmaker
pathmaker.app
Pathmaker is a personalized learning platform built for anyone ready to take control of their education. Instead of generic online courses or overwhelming resource lists, Pathmaker helps you create ta
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor 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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
43.5Kvisits/mo
—
637.9Mvisits/mo
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MoM change
▼ 22.5%
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▲ 3.7%
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6-month growth
-35.7%
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+19.3%
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Global rank web
#791,007
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#49
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Avg. last 3 months
55.6K
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629.7M
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Bounce rate lower is better
39%
0%
36%
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Pages / visit
1.8
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5.9
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Visit duration
22s
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6m 26s
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Traffic sources
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● Direct 83% · ● Referral 15%
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MostlyAIPathmakerGitHub CopilotGoogle Colab
0159.5M318.9M478.4M637.9MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M10K100K1M10M100M1BMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
Free tier
$4per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
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Free FreeTeam $4/moEnterprise $21/mo
Free FreeProFree Pro Plan for US College Students Free
Capabilities input → output
Input
DataText
Text
CodeText
CodeData
Output
Data
Text
Code
CodeData
Skill level
Advanced
Beginner-friendly
Intermediate
Advanced
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Education & LearningAI CoachingAI Course
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
11
9
8
Coding
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Data analysis
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Data science
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Developer tools
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Coaching
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Code autocompletion
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Courses
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Curriculum navigation
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Jupyter notebooks
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Learning paths
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Self-education guidance
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Synthetic data
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Agents
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Code reviews
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Coding in VS Code
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Model training
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Study plans
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Tutoring
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Virtual coaching
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Vs code
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Agent management
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Collaborative research
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Course creation
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Data anonymization
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Data privacy compliance
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Debugging
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Education
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GPU infrastructure
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Note taking
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Terminal
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Community on aitoolstime
Rating
no ratings yet
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Upvotes
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Saves
0
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Reviews
0
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Prompts
0
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2
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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.