ZeroPath vs Semgrep Assistant vs CodeRabbit

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

Your tool
ZeroPath
vs
Competitor 1
Semgrep Assistant
Competitor 2
CodeRabbit
Competitor 3
Suggested competitors for ZeroPath: Pixee91% CodeThreat86% SecureSaaS86% Claude Code Security86% DryRun Security86% Snyk Code84% GitHub Copilot Autofix83% Sourcery83%
Compare
3 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
Remove
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
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
—
1Mvisits/mo
MoM change
▲ 16.1%
—
▼ 22.7%
6-month growth
+50.1%
—
+50.4%
Global rank web
#858,063
—
#38,145
Avg. last 3 months
38.9K
—
1.2M
Bounce rate lower is better
43%
—
49%
Pages / visit
1.7
—
3.5
Visit duration
22s
—
1m 55s
Traffic sources
● Direct 77% · ● Mail 18%
—
● Direct 73% · ● Referral 24%
ZeroPathSemgrep AssistantCodeRabbit
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
Starting price
$1,000per month · free tier available
—
$24per month
Free tier
–
–
Free trial
–
API access
–
–
Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
Code
Code
Code
Output
CodeText
CodeText
CodeText
Skill level
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
8
7
8
Code security analysis
Code reviews
Code security
–
Vulnerability analysis
–
Code analysis
–
Cybersecurity vulnerabilities
–
–
GitHub pull requests
–
–
Code documentation
–
–
Code quality
–
–
Code testing
–
–
Code explanations
–
–
Code validation
–
–
Cybersecurity
–
–
Developer tools
–
–
Development
–
–
Security automation
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
–
–
–

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.