Runcell vs CodingFleet vs Pathmaker vs GitHub Copilot

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

Your tool
Runcell
vs
Competitor 1
CodingFleet
Competitor 2
Pathmaker
Competitor 3
GitHub Copilot
Compare
4 tools · best value per row highlighted
Your tool Runcell
runcell.dev
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Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
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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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Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
176.9Kvisits/mo
138.8Kvisits/mo
—
637.9Mvisits/mo
MoM change
▲ 4.1%
▲ 37.7%
—
▲ 3.7%
6-month growth
+13.2%
+130.9%
—
+19.3%
Global rank web
#279,476
#323,656
—
#49
Avg. last 3 months
168.7K
101.4K
—
629.7M
Bounce rate lower is better
45%
46%
0%
36%
Pages / visit
1.8
1.8
—
5.9
Visit duration
45s
35s
—
6m 26s
Traffic sources
● Direct 73% · ● Referral 27%
● Direct 88% · ● Referral 10%
—
● Direct 83% · ● Referral 15%
RuncellCodingFleetPathmakerGitHub Copilot
0159.5M318.9M478.4M637.9MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M10K100K1M10M100M1BRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$20per month · free tier available
$7per month · free tier available
Free tier
$4per month · free tier available
Free tier
Free trial
–
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API access
–
–
–
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Plans
Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
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Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
DataText
CodeText
Text
CodeText
Output
CodeData
Code
Text
Code
Skill level
Advanced
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeAI Coding Assistant
Education & LearningAI CoachingAI Course
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
11
9
Coding
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Code explanations
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Debugging
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Coaching
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Code autocompletion
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–
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Courses
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Curriculum navigation
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Data analysis
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Jupyter notebooks
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Learning paths
–
–
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Self-education guidance
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–
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Agents
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Code reviews
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Coding in VS Code
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Python
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Python code debugging
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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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Code testing
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Course creation
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Data science
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Education
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Note taking
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Terminal
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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
2
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.