ZeroPath vs Cursor Bugbot vs CodeRabbit 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
Cursor Bugbot
Competitor 2
CodeRabbit
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 Cursor Bugbot
cursor.com
Cursor Bugbot is an AI code review service from the makers of the Cursor editor.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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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.
Make main Remove
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%
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+50.4%
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Global rank web
#858,063
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#38,145
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Avg. last 3 months
38.9K
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1.2M
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Bounce rate lower is better
43%
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49%
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Pages / visit
1.7
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3.5
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Visit duration
22s
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1m 55s
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Traffic sources
● Direct 77% · ● Mail 18%
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● Direct 73% · ● Referral 24%
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ZeroPathCursor BugbotCodeRabbitSemgrep 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
Free Trial
Freemium
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Starting price
$1,000per month · free tier available
$20per month
$24per 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
Pro $20/moTeams $40/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
Code
Code
Code
Code
Output
CodeText
CodeText
CodeText
CodeText
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
7
8
7
Code reviews
Code security analysis
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Code analysis
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Code security
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GitHub pull requests
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Vulnerability analysis
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Code validation
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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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Bug reports
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Code explanations
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Cybersecurity
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Development
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GitHub automation
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Security automation
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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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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.