CodeRabbit vs Runcell vs Kilo Code vs Sourcery

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

Your tool
CodeRabbit
vs
Competitor 1
Runcell
Competitor 2
Kilo Code
Competitor 3
Sourcery
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Runcell
runcell.dev
Make main Remove
Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
Make main Remove
Competitor Sourcery
sourcery.ai
AI code reviewer that never takes a day off
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
176.9Kvisits/mo
1.9Kvisits/mo
57.7Kvisits/mo
MoM change
▼ 22.7%
▲ 4.1%
▼ 42.3%
▼ 19.8%
6-month growth
+50.4%
+13.2%
-94.4%
-28.8%
Global rank web
#38,145
#279,476
#4,668,091
#495,687
Avg. last 3 months
1.2M
168.7K
10.5K
65.8K
Bounce rate lower is better
49%
45%
34%
46%
Pages / visit
3.5
1.8
2.4
2.3
Visit duration
1m 55s
45s
19s
24s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 73% · ● Referral 27%
—
● Direct 83% · ● Referral 15%
CodeRabbitRuncellKilo CodeSourcery
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K1K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$20per month · free tier available
$20per month · free tier available
$12per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
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Open Source CustomPro $12/moTeam $24/moEnterprise Custom
Capabilities input → output
Input
Code
DataText
CodeText
Code
Output
CodeText
CodeData
Code
CodeText
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
5
8
Code analysis
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Code reviews
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Coding
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GitHub pull requests
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Code security analysis
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Development
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Data analysis
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Jupyter notebooks
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Code documentation
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Code explanations
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Code quality
–
–
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Code security
–
–
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Code testing
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–
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Coding in VS Code
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–
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Python code debugging
–
–
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Vulnerability analysis
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–
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Cve monitoring
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–
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Cybersecurity vulnerabilities
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–
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Data science
–
–
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Vs code
–
–
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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.