GitHub Copilot Autofix vs CodeRabbit vs LangChain

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

Your tool
GitHub Copilot Autofix
vs
Competitor 1
CodeRabbit
Competitor 2
LangChain
Competitor 3
Suggested competitors for GitHub Copilot Autofix: Snyk Code97% Sourcery94% Semgrep Assistant90% DryRun Security88% Claude Code Security88% CodeThreat85% TuringMind AI82% Kilo Code Reviewer82%
Compare
3 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.
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
3.4Mvisits/mo
MoM change
—
▼ 22.7%
▲ 0.7%
6-month growth
—
+50.4%
+21.0%
Global rank web
—
#38,145
#13,384
Avg. last 3 months
—
1.2M
3.3M
Bounce rate lower is better
—
49%
42%
Pages / visit
—
3.5
6.2
Visit duration
—
1m 55s
5m 29s
Traffic sources
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● Direct 73% · ● Referral 24%
● Direct 73% · ● Referral 24%
GitHub Copilot AutofixCodeRabbitLangChain
0850.7K1.7M2.6M3.4MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Starting price
$30per month
$24per month
$39per month · free tier available
Free tier
–
–
Free trial
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API access
–
–
–
Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
Code
Code
CodeText
Output
Code
CodeText
Apps
Skill level
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
6
Code security analysis
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Code reviews
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GitHub pull requests
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Development
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Agent creation
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–
Agents
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–
Code security
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–
LLM development
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Code analysis
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–
Code documentation
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–
Code quality
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–
Code testing
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–
Developer tools
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–
Vulnerability analysis
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–
Agent testing
–
–
Cybersecurity vulnerabilities
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
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.