ZeroPath vs CodeRabbit vs LinearB gitStream vs Semgrep Assistant

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

Your tool
ZeroPath
vs
Competitor 1
CodeRabbit
Competitor 2
LinearB gitStream
Competitor 3
Semgrep Assistant
Compare
4 tools · best value per row highlighted
Your tool 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 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 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
40.6Kvisits/mo
1Mvisits/mo
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MoM change
▲ 16.1%
▼ 22.7%
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6-month growth
+50.1%
+50.4%
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Global rank web
#858,063
#38,145
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Avg. last 3 months
38.9K
1.2M
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Bounce rate lower is better
43%
49%
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Pages / visit
1.7
3.5
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Visit duration
22s
1m 55s
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Traffic sources
● Direct 77% · ● Mail 18%
● Direct 73% · ● Referral 24%
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ZeroPathCodeRabbitLinearB gitStreamSemgrep Assistant
0331.5K663K994.5K1.3MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M10K100K1M10MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
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Starting price
$1,000per month · free tier available
$24per month
$29per month
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Free tier
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Free trial
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API access
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Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Essentials $29/moEnterprise $59/mo
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Capabilities input → output
Input
Code
Code
Code
Code
Output
CodeText
CodeText
Text
CodeText
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
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
8
8
7
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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Developer tools
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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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GitHub automation
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Agents
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Code explanations
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Code validation
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Cybersecurity
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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
▲ 0
Saves
0
0
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0
Reviews
0
0
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Prompts
0
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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.