ZeroPath vs Sourcegraph Cody vs CodeRabbit vs Pixee

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

Your tool
ZeroPath
vs
Competitor 1
Sourcegraph Cody
Competitor 2
CodeRabbit
Competitor 3
Pixee
Compare
4 tools · best value per row highlighted
Your tool 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
Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Pixee
pixee.ai
Security scanners bury dev teams in alerts
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
185.6Kvisits/mo
1Mvisits/mo
3Kvisits/mo
MoM change
▲ 16.1%
▼ 10.6%
▼ 22.7%
▼ 28.4%
6-month growth
+50.1%
-40.6%
+50.4%
-30.0%
Global rank web
#858,063
#204,583
#38,145
#4,052,311
Avg. last 3 months
38.9K
209.7K
1.2M
3.7K
Bounce rate lower is better
43%
42%
49%
41%
Pages / visit
1.7
2.9
3.5
2.1
Visit duration
22s
1m 39s
1m 55s
46s
Traffic sources
● Direct 77% · ● Mail 18%
● Direct 91% · ● Referral 7%
● Direct 73% · ● Referral 24%
—
ZeroPathSourcegraph CodyCodeRabbitPixee
0331.5K663K994.5K1.3MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MPixee · 3.6KPixee · 3.4KPixee · 3.7KPixee · 2.9KPixee · 4.2KPixee · 6.9KPixee · 5.5KPixee · 4KPixee · 4.1KPixee · 3K1K10K100K1M10MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MPixee · 3.6KPixee · 3.4KPixee · 3.7KPixee · 2.9KPixee · 4.2KPixee · 6.9KPixee · 5.5KPixee · 4KPixee · 4.1KPixee · 3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$1,000per month · free tier available
$16,000per month
$24per month
Free
Free tier
–
–
Free trial
–
API access
–
–
–
–
Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
Enterprise $16,000/yr
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
Code
CodeText
Code
Code
Output
CodeText
Code
CodeText
Code
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
4
8
8
Code analysis
Code security analysis
–
Code reviews
–
Code security
–
–
Cybersecurity vulnerabilities
–
–
Vulnerability analysis
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code runtime analysis
–
–
–
Code testing
–
–
–
Cybersecurity risk assessment
–
–
–
Cybersecurity
–
–
–
Debugging
–
–
–
Development
–
–
–
Prompt management
–
–
–
Security automation
–
–
–
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.