Google Colab vs CodeGPT vs Claude Code vs Hal

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

Your tool
Google Colab
vs
Competitor 1
CodeGPT
Competitor 2
Claude Code
Competitor 3
Hal
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 CodeGPT
codegpt.co
ChatGPT in your code editor
Make main Remove
Competitor Claude Code
claude.com
Every plan tier hits usage limits
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Traffic estimated monthly website traffic
Monthly visits
—
188.3Kvisits/mo
123.5Mvisits/mo
3.4Kvisits/mo
MoM change
—
▲ 0.8%
▼ 6.8%
▼ 10.9%
6-month growth
—
-37.2%
+106.6%
+60.6%
Global rank web
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#251,957
#434
#6,156,551
Avg. last 3 months
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196.6K
125.2M
3.9K
Bounce rate lower is better
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43%
64%
39%
Pages / visit
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1.9
2.2
1.1
Visit duration
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38s
2m 36s
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Traffic sources
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● Direct 58% · ● Referral 42%
● Direct 82% · ● Referral 15%
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Google ColabCodeGPTClaude CodeHal
035M69.9M104.9M139.9MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1M10M100M1BCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KClaude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$9per month · free tier available
$17per month · free tier available
$2,000per month
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 FreeProfessional $9/moTeams $27/moEnterprise Custom
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Startups $2,000/mo
Capabilities input → output
Input
CodeData
CodeText
CodeText
CodeText
Output
CodeData
Code
Code
Apps
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
3
9
4
Coding
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Debugging
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Chatbot building
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Chatbots
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Jupyter notebooks
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Terminal
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APIs
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Agents
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Code analysis
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Code explanations
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Code reviews
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Data science
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Document chat
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Model training
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Collaborative research
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Data analysis
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Developer tools
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Development
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GPU infrastructure
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MCP
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Refactoring
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
2
0
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.