Pixee vs Claude Code Security vs CodeRabbit vs Semgrep Assistant

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

Your tool
Pixee
vs
Competitor 1
Claude Code Security
Competitor 2
CodeRabbit
Competitor 3
Semgrep Assistant
Compare
4 tools · best value per row highlighted
Your tool Pixee
pixee.ai
Security scanners bury dev teams in alerts
Remove
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main 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
Traffic estimated monthly website traffic
Monthly visits
3Kvisits/mo
123.5Mvisits/mo
1Mvisits/mo
—
MoM change
▼ 28.4%
▼ 6.8%
▼ 22.7%
—
6-month growth
-30.0%
+106.6%
+50.4%
—
Global rank web
#4,052,311
#434
#38,145
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Avg. last 3 months
3.7K
125.2M
1.2M
—
Bounce rate lower is better
41%
64%
49%
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Pages / visit
2.1
2.2
3.5
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Visit duration
46s
2m 36s
1m 55s
—
Traffic sources
—
● Direct 82% · ● Referral 15%
● Direct 73% · ● Referral 24%
—
PixeeClaude Code SecurityCodeRabbitSemgrep Assistant
035M69.9M104.9M139.9MPixee · 3.6KPixee · 3.4KPixee · 3.7KPixee · 2.9KPixee · 4.2KPixee · 6.9KPixee · 5.5KPixee · 4KPixee · 4.1KPixee · 3KClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1K10K100K1M10M100M1BPixee · 3.6KPixee · 3.4KPixee · 3.7KPixee · 2.9KPixee · 4.2KPixee · 6.9KPixee · 5.5KPixee · 4KPixee · 4.1KPixee · 3KClaude Code Security · 19.2MClaude Code Security · 19.5MClaude Code Security · 35.8MClaude Code Security · 59.8MClaude Code Security · 139.9MClaude Code Security · 133.1MClaude Code Security · 119.5MClaude Code Security · 132.6MClaude Code Security · 123.5MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
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Starting price
Free
$17per month · free tier available
$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
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Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
Code
Code
Code
Code
Output
Code
CodeText
CodeText
CodeText
Skill level
Intermediate
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 · 2 shared · core   partial
Tasks covered
8
7
8
7
Code security analysis
Code reviews
Code security
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Vulnerability analysis
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Code analysis
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Cybersecurity vulnerabilities
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–
GitHub pull requests
–
–
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Code documentation
–
–
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Code quality
–
–
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Code runtime analysis
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–
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Code testing
–
–
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Cybersecurity risk assessment
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–
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Security audits
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–
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Code explanations
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–
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Code validation
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–
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Developer tools
–
–
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Development
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
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.