Kaggle vs GitHub Copilot vs Continue vs Hal

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

Your tool
Kaggle
vs
Competitor 1
GitHub Copilot
Competitor 2
Continue
Competitor 3
Hal
Compare
4 tools · best value per row highlighted
Your tool Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
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Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Continue
continue.dev
Continue is an open-source AI coding agent that was built by a community of developers and has since been acquired by Cursor.
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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
—
637.9Mvisits/mo
410.4Kvisits/mo
3.4Kvisits/mo
MoM change
—
▲ 3.7%
▼ 16.6%
▼ 10.9%
6-month growth
—
+19.3%
-24.4%
+60.6%
Global rank web
—
#49
#106,338
#6,156,551
Avg. last 3 months
—
629.7M
539.2K
3.9K
Bounce rate lower is better
—
36%
48%
39%
Pages / visit
—
5.9
2.4
1.1
Visit duration
—
6m 26s
1m 44s
—
Traffic sources
—
● Direct 83% · ● Referral 15%
● Direct 93% · ● Referral 6%
—
KaggleGitHub CopilotContinueHal
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 · 637.9MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Freemium
Starting price
Free
$4per month · free tier available
Free
$2,000per month
Free tier
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Free trial
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–
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API access
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–
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Plans
Free Free
Free FreeTeam $4/moEnterprise $21/mo
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Startups $2,000/mo
Capabilities input → output
Input
CodeData
CodeText
CodeText
CodeText
Output
CodeData
Code
Code
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
4
3
0
Coding
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Code reviews
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Data analysis learning
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–
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Data science
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–
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Agents
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Courses
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Agent management
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–
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Developer tools
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Development
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Education
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
0
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.