GitHub Copilot Autofix vs Kilo Code vs CodeRabbit vs Sourcery

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

Your tool
GitHub Copilot Autofix
vs
Competitor 1
Kilo Code
Competitor 2
CodeRabbit
Competitor 3
Sourcery
Compare
4 tools · best value per row highlighted
Your tool GitHub Copilot Autofix
github.com
It reviews vulnerabilities found in code and proposes automated fixes directly in GitHub, so developers can write secure code at scale instead of leaving security tickets in a backlog.
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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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Sourcery
sourcery.ai
AI code reviewer that never takes a day off
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Traffic estimated monthly website traffic
Monthly visits
—
1.9Kvisits/mo
1Mvisits/mo
57.7Kvisits/mo
MoM change
—
▼ 42.3%
▼ 22.7%
▼ 19.8%
6-month growth
—
-94.4%
+50.4%
-28.8%
Global rank web
—
#4,668,091
#38,145
#495,687
Avg. last 3 months
—
10.5K
1.2M
65.8K
Bounce rate lower is better
—
34%
49%
46%
Pages / visit
—
2.4
3.5
2.3
Visit duration
—
19s
1m 55s
24s
Traffic sources
—
—
● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
GitHub Copilot AutofixKilo CodeCodeRabbitSourcery
0331.5K663K994.5K1.3MKilo 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 · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K1K10K100K1M10MKilo 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 · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$30per month
$20per month · free tier available
$24per month
$12per month · free tier available
Free tier
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–
Free trial
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API access
–
–
–
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Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Open Source CustomPro $12/moTeam $24/moEnterprise Custom
Capabilities input → output
Input
Code
CodeText
Code
Code
Output
Code
Code
CodeText
CodeText
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
8
8
Code security analysis
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Code reviews
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GitHub pull requests
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Code analysis
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Code security
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–
Vulnerability analysis
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–
Cybersecurity vulnerabilities
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–
Development
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–
Coding
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–
–
Code documentation
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–
–
Code quality
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–
–
Code testing
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–
–
Coding in VS Code
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–
–
Cve monitoring
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–
–
GitHub automation
–
–
–
Vs code
–
–
–
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
–
–
–
–

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.