Kaggle vs Jules vs GitHub Copilot vs Hal

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

Your tool
Kaggle
vs
Competitor 1
Jules
Competitor 2
GitHub Copilot
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 Jules
jules.google
An AI coding assistant that works while you sleep sounds like science fiction, but Jules runs continuously in the cloud doing exactly that
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Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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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
—
280.8Kvisits/mo
637.9Mvisits/mo
3.4Kvisits/mo
MoM change
—
▼ 27.6%
▲ 3.7%
▼ 10.9%
6-month growth
—
-46.5%
+19.3%
+60.6%
Global rank web
—
#198,101
#49
#6,156,551
Avg. last 3 months
—
435.9K
629.7M
3.9K
Bounce rate lower is better
—
49%
36%
39%
Pages / visit
—
1.6
5.9
1.1
Visit duration
—
42s
6m 26s
—
Traffic sources
—
● Direct 71% · ● Referral 28%
● Direct 83% · ● Referral 15%
—
KaggleJulesGitHub CopilotHal
0159.5M318.9M478.4M637.9MJules · 804.2KJules · 742.5KJules · 525.1KJules · 315.3KJules · 476.6KJules · 638.7KJules · 388.1KJules · 280.8KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1M10M100M1BJules · 804.2KJules · 742.5KJules · 525.1KJules · 315.3KJules · 476.6KJules · 638.7KJules · 388.1KJules · 280.8KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
—
$4per month · free tier available
$2,000per month
Free tier
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Free trial
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–
–
API access
–
–
Plans
Free Free
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Free FreeTeam $4/moEnterprise $21/mo
Startups $2,000/mo
Capabilities input → output
Input
CodeData
CodeText
CodeText
CodeText
Output
CodeData
Code
Code
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeProductivity & OfficeAI AgentAI 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
5
6
4
0
Coding
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Agents
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Code reviews
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Data analysis learning
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–
–
Data science
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–
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Courses
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–
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Development
–
–
–
Testing
–
–
–
Agent management
–
–
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Developer tools
–
–
–
Education
–
–
–
UI testing
–
–
–
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
0
2
0
Verified listing
–
–
–
–

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.