LabEx vs edCode vs Hal vs Pathmaker

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

Your tool
LabEx
vs
Competitor 1
EedCode
Competitor 2
Hal
Competitor 3
Pathmaker
Compare
4 tools · best value per row highlighted
Your tool LabEx
labex.io
You're learning Linux commands or Kubernetes deployments through actual terminal sessions and live environments
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Competitor EedCode
edcodee.vercel.app
Most AI tools won't walk you through building actual projects step by step
Make main Remove
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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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
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Traffic estimated monthly website traffic
Monthly visits
1.1Mvisits/mo
117visits/mo
3.4Kvisits/mo
—
MoM change
▼ 0.5%
▼ 74.5%
▼ 10.9%
—
6-month growth
-5.2%
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+60.6%
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Global rank web
#47,847
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#6,156,551
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Avg. last 3 months
1.2M
191
3.9K
—
Bounce rate lower is better
46%
90%
39%
0%
Pages / visit
3.6
1.0
1.1
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Visit duration
3m 32s
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—
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Traffic sources
● Direct 84% · ● Referral 12%
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LabExedCodeHalPathmaker
0360.8K721.6K1.1M1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MedCode · 235edCode · 88edCode · 458edCode · 117Hal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K101001K10K100K1M10MLabEx · 1.4MLabEx · 1.4MLabEx · 1.4MLabEx · 1.2MLabEx · 1.1MLabEx · 1MLabEx · 1.1MLabEx · 1.3MLabEx · 1.1MLabEx · 1.1MedCode · 235edCode · 88edCode · 458edCode · 117Hal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$99.9per month · free tier available
$8per month · free tier available
$2,000per month
Free tier
Free tier
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Free trial
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API access
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Plans
—
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Startups $2,000/mo
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Capabilities input → output
Input
CodeText
CodeText
CodeText
Text
Output
Text
Text
Apps
Text
Skill level
Intermediate
Intermediate
Intermediate
Beginner-friendly
Categories
Education & LearningAI Course
Business & MarketingEducation & LearningAI CourseAI Interview Assistant
Development & CodeAI Developer Tools
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
11
4
11
Courses
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Coding
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Education
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Chatbot building
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Chatbots
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Coaching
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Curriculum navigation
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Interview preparation
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Learning paths
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Learning to code
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Self-education guidance
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Tech interview preparation
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Tech learning
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APIs
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Coding challenges
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Cybersecurity education
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Document chat
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Interactive code learning
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Interview simulation
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Linux
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Study plans
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Tutoring
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Virtual coaching
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Coding instructor
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Course creation
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Interview feedback
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Note taking
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Tech interview coaching
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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
0
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.