GitHub Copilot Autofix vs LangChain vs CodeRabbit

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

Your tool
GitHub Copilot Autofix
vs
Competitor 1
LangChain
Competitor 2
CodeRabbit
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.
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Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
3.4Mvisits/mo
1Mvisits/mo
MoM change
—
▲ 0.7%
▼ 22.7%
6-month growth
—
+21.0%
+50.4%
Global rank web
—
#13,384
#38,145
Avg. last 3 months
—
3.3M
1.2M
Bounce rate lower is better
—
42%
49%
Pages / visit
—
6.2
3.5
Visit duration
—
5m 29s
1m 55s
Traffic sources
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● Direct 73% · ● Referral 24%
● Direct 73% · ● Referral 24%
GitHub Copilot AutofixLangChainCodeRabbit
0850.7K1.7M2.6M3.4MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Starting price
$30per month
$39per month · free tier available
$24per month
Free tier
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Free trial
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API access
–
–
–
Plans
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Developer FreePlus $39/moEnterprise Custom/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
Code
CodeText
Code
Output
Code
Apps
CodeText
Skill level
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
8
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
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–
Cybersecurity vulnerabilities
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
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.