Continue vs Runcell vs Kaggle vs Qodo (Formerly Codium)

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

Your tool
Continue
vs
Competitor 1
Runcell
Competitor 2
Kaggle
Competitor 3
Qodo (Formerly Codium)
Compare
4 tools · best value per row highlighted
Your tool 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 Runcell
runcell.dev
Make main Remove
Competitor Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
Make main Remove
Competitor Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
410.4Kvisits/mo
176.9Kvisits/mo
—
276.5Kvisits/mo
MoM change
▼ 16.6%
▲ 4.1%
—
▲ 9.3%
6-month growth
-24.4%
+13.2%
—
-29.0%
Global rank web
#106,338
#279,476
—
#170,528
Avg. last 3 months
539.2K
168.7K
—
268.7K
Bounce rate lower is better
48%
45%
—
41%
Pages / visit
2.4
1.8
—
2.4
Visit duration
1m 44s
45s
—
49s
Traffic sources
● Direct 93% · ● Referral 6%
● Direct 73% · ● Referral 27%
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● Direct 85% · ● Referral 11%
ContinueRuncellKaggleQodo (Formerly Codium)
0193.8K387.7K581.5K775.3KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5K10K100K1MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Freemium
Starting price
Free
$20per month · free tier available
Free
$30per month
Free tier
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Free trial
–
–
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API access
–
–
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Plans
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Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
Free Free
Free Trial CustomPro Team $30/moEnterprise Custom
Capabilities input → output
Input
CodeText
DataText
CodeData
Code
Output
Code
CodeData
CodeData
CodeText
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
5
10
Coding
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Code reviews
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Data science
–
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Data analysis
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Data analysis learning
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Jupyter notebooks
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Testing
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Code explanations
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Code quality
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Code testing
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Courses
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GitHub pull requests
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Python code debugging
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Test cases
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Test creation
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Unit tests
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Code analysis
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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
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.