CodeRabbit vs pgvector vs ZeroPath vs Devin Review

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
ZeroPath
Competitor 3
Devin Review
Compare
4 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 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 Devin Review
app.devin.ai
Devin Review is the fastest way to truly understand code—especially when it changes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
40.6Kvisits/mo
1.6Mvisits/mo
MoM change
▼ 22.7%
—
▲ 16.1%
▼ 7.9%
6-month growth
+50.4%
—
+50.1%
+275.1%
Global rank web
#38,145
—
#858,063
—
Avg. last 3 months
1.2M
—
38.9K
1.5M
Bounce rate lower is better
49%
—
43%
20%
Pages / visit
3.5
—
1.7
10.0
Visit duration
1m 55s
—
22s
7m 17s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 77% · ● Mail 18%
● Direct 60% · ● Referral 39%
CodeRabbitpgvectorZeroPathDevin Review
0433.7K867.5K1.3M1.7MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6M10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$24per month
Free
$1,000per month · free tier available
$500per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Team $1,000/moEnterprise CustomFree Proof of Value Free
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Capabilities input → output
Input
Code
Data
Code
CodeWeb pages
Output
CodeText
Data
CodeText
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
7
8
5
Code reviews
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Code analysis
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GitHub pull requests
–
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Code security analysis
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Code security
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–
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Cybersecurity vulnerabilities
–
–
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Vector databases
–
–
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Vector indexes
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–
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Vulnerability analysis
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–
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Code documentation
–
–
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Code quality
–
–
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Code testing
–
–
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Developer tools
–
–
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GitHub
–
–
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PostgreSQL assistance
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–
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Cybersecurity
–
–
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Debugging
–
–
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Development
–
–
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RAG
–
–
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SQL
–
–
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Security automation
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–
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Self hosted
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–
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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.