CodeRabbit vs LinearB gitStream vs ZeroPath vs Semgrep Assistant

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

Your tool
CodeRabbit
vs
Competitor 1
LinearB gitStream
Competitor 2
ZeroPath
Competitor 3
Semgrep Assistant
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor LinearB gitStream
linearb.io
LinearB gitStream is a pull request automation and AI code review product from LinearB.
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Competitor ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
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Competitor Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
40.6Kvisits/mo
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MoM change
▼ 22.7%
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▲ 16.1%
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6-month growth
+50.4%
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+50.1%
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Global rank web
#38,145
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#858,063
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Avg. last 3 months
1.2M
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38.9K
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Bounce rate lower is better
49%
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43%
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Pages / visit
3.5
—
1.7
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Visit duration
1m 55s
—
22s
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Traffic sources
● Direct 73% · ● Referral 24%
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● Direct 77% · ● Mail 18%
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CodeRabbitLinearB gitStreamZeroPathSemgrep Assistant
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
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Starting price
$24per month
$29per month
$1,000per month · free tier available
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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
Essentials $29/moEnterprise $59/mo
Team $1,000/moEnterprise CustomFree Proof of Value Free
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Capabilities input → output
Input
Code
Code
Code
Code
Output
CodeText
Text
CodeText
CodeText
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
8
5
8
6
Code reviews
Code security analysis
Code security
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GitHub pull requests
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Vulnerability analysis
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Code analysis
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Cybersecurity vulnerabilities
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Code documentation
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Code quality
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Code testing
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Code explanations
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Cybersecurity
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Developer tools
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Development
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Pipeline optimization
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Security automation
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Workflow optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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▲ 0
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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.