CodeRabbit vs Claude Code Security vs LangChain vs GitHub Copilot Autofix

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

Your tool
CodeRabbit
vs
Competitor 1
Claude Code Security
Competitor 2
LangChain
Competitor 3
GitHub Copilot Autofix
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Competitor 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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
123.5Mvisits/mo
3.4Mvisits/mo
—
MoM change
▼ 22.7%
▼ 6.8%
▲ 0.7%
—
6-month growth
+50.4%
+106.6%
+21.0%
—
Global rank web
#38,145
#434
#13,384
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Avg. last 3 months
1.2M
125.2M
3.3M
—
Bounce rate lower is better
49%
64%
42%
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Pages / visit
3.5
2.2
6.2
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Visit duration
1m 55s
2m 36s
5m 29s
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Traffic sources
● Direct 73% · ● Referral 24%
● Direct 82% · ● Referral 15%
● Direct 73% · ● Referral 24%
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CodeRabbitClaude Code SecurityLangChainGitHub Copilot Autofix
035M69.9M104.9M139.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$24per month
$17per month · free tier available
$39per month · free tier available
$30per month
Free tier
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Free trial
–
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API access
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Developer FreePlus $39/moEnterprise Custom/mo
GitHub Code Security $30/moGitHub Secret Protection $19/mo
Capabilities input → output
Input
Code
Code
CodeText
Code
Output
CodeText
CodeText
Apps
Code
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
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
8
7
6
7
Code security analysis
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Code reviews
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Code security
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Vulnerability analysis
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Code analysis
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GitHub pull requests
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Cybersecurity vulnerabilities
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Development
–
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Agent creation
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Agents
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LLM development
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–
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Code documentation
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–
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Code quality
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Code testing
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Developer tools
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Security audits
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Agent testing
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GitHub automation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.