CodeRabbit vs ZeroPath vs Kilo Code vs Snyk Code
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
CodeRabbit
vs CodeRabbit
Competitor 1
ZeroPath
ZeroPath
Competitor 2
Kilo Code
Kilo Code
Competitor 3
Snyk Code
Snyk CodeCompare
4 tools · best value per row highlighted
Competitor
ZeroPath
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
Competitor
Kilo Code
Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
Competitor
Snyk Code
Snyk Code
snyk.io
Snyk Code is a static application security testing product that scans the source code a team writes, flags vulnerabilities as they appear and proposes fixes that can be applied automatically.
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
40.6Kvisits/mo
1.9Kvisits/mo
—
MoM change
▼ 22.7%
▲ 16.1%
▼ 42.3%
—
6-month growth
+50.4%
+50.1%
-94.4%
—
Global rank web
#38,145
#858,063
#4,668,091
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Avg. last 3 months
1.2M
38.9K
10.5K
—
Bounce rate lower is better
49%
43%
34%
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Pages / visit
3.5
1.7
2.4
—
Visit duration
1m 55s
22s
19s
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Traffic sources
● Direct 73% · ● Referral 24%
● Direct 77% · ● Mail 18%
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—
CodeRabbitZeroPathKilo CodeSnyk Code
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$1,000per month · free tier available
$20per month · free tier available
$25per month · free tier available
Free tier
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Free trial
–
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API access
–
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
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Free FreeTeam $25/moEnterprise Custom
Capabilities input → output
Input
Code
Code
CodeText
Code
Output
CodeText
CodeText
Code
CodeText
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
8
8
5
7
Code security analysis
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Code reviews
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Code analysis
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Code security
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Vulnerability analysis
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Cybersecurity vulnerabilities
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GitHub pull requests
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Development
–
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Coding
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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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Coding in VS Code
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–
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Cybersecurity
–
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Developer tools
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–
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Security automation
–
–
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Vs code
–
–
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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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–
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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.