CodeRabbit vs pgvector vs Claude Code Security

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

Your tool
CodeRabbit
vs
Competitor 1
pgvector
Competitor 2
Claude Code Security
Competitor 3
Suggested competitors for CodeRabbit: Greptile86% Qodo (Formerly Codium)85% Sourcery82% Kilo Code Reviewer78% Devin Review74% TuringMind AI70% DryRun Security65% OpenAI Codex62%
Compare
3 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Competitor Claude Code Security
claude.com
Claude Code Security remains in research preview—waitlist access only
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
123.5Mvisits/mo
MoM change
▼ 22.7%
—
▼ 6.8%
6-month growth
+50.4%
—
+106.6%
Global rank web
#38,145
—
#434
Avg. last 3 months
1.2M
—
125.2M
Bounce rate lower is better
49%
—
64%
Pages / visit
3.5
—
2.2
Visit duration
1m 55s
—
2m 36s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 82% · ● Referral 15%
CodeRabbitpgvectorClaude Code Security
035M69.9M104.9M139.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude 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 · 123.5M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MClaude 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 · 123.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Starting price
$24per month
Free
$17per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
Free FreePro $17/moMax 5x $100/moMax 20x $100/mo+1 more
Capabilities input → output
Input
Code
Data
Code
Output
CodeText
Data
CodeText
Skill level
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
7
7
Code reviews
–
Code security analysis
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Code analysis
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GitHub pull requests
–
–
Vector databases
–
–
Vector indexes
–
–
Vulnerability analysis
–
–
Code documentation
–
–
Code quality
–
–
Code security
–
–
Code testing
–
–
Cybersecurity vulnerabilities
–
–
Developer tools
–
–
PostgreSQL assistance
–
–
Security audits
–
–
Development
–
–
RAG
–
–
SQL
–
–
Self hosted
–
–
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
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–
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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.