Semgrep Assistant vs ZeroPath vs CodeRabbit

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

Your tool
Semgrep Assistant
vs
Competitor 1
ZeroPath
Competitor 2
CodeRabbit
Competitor 3
Suggested competitors for Semgrep Assistant: Snyk Code90% GitHub Copilot Autofix87% DryRun Security86% Pixee84% CodeThreat84% Sourcery83% TuringMind AI82% Claude Code Security81%
Compare
3 tools · best value per row highlighted
Your tool Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
Remove
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
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%
Semgrep AssistantZeroPathCodeRabbit
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
6
8
8
Code security analysis
Code reviews
Code security
–
Vulnerability analysis
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Code analysis
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Cybersecurity vulnerabilities
–
–
GitHub pull requests
–
–
Code documentation
–
–
Code quality
–
–
Code testing
–
–
Code explanations
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–
Cybersecurity
–
–
Developer tools
–
–
Development
–
–
Security automation
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–
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.