ZeroPath vs Continue vs CodeRabbit vs Sourcegraph Cody

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

Your tool
ZeroPath
vs
Competitor 1
Continue
Competitor 2
CodeRabbit
Competitor 3
Sourcegraph Cody
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 Continue
continue.dev
Continue is an open-source AI coding agent that was built by a community of developers and has since been acquired by Cursor.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
410.4Kvisits/mo
1Mvisits/mo
185.6Kvisits/mo
MoM change
▲ 16.1%
▼ 16.6%
▼ 22.7%
▼ 10.6%
6-month growth
+50.1%
-24.4%
+50.4%
-40.6%
Global rank web
#858,063
#106,338
#38,145
#204,583
Avg. last 3 months
38.9K
539.2K
1.2M
209.7K
Bounce rate lower is better
43%
48%
49%
42%
Pages / visit
1.7
2.4
3.5
2.9
Visit duration
22s
1m 44s
1m 55s
1m 39s
Traffic sources
● Direct 77% · ● Mail 18%
● Direct 93% · ● Referral 6%
● Direct 73% · ● Referral 24%
● Direct 91% · ● Referral 7%
ZeroPathContinueCodeRabbitSourcegraph Cody
0331.5K663K994.5K1.3MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MSourcegraph 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 · 185.6K10K100K1M10MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MSourcegraph 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 · 185.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$1,000per month · free tier available
Free
$24per month
$16,000per month
Free tier
–
–
Free trial
–
API access
–
–
–
–
Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
—
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Enterprise $16,000/yr
Capabilities input → output
Input
Code
CodeText
Code
CodeText
Output
CodeText
Code
CodeText
Code
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
3
8
4
Code reviews
–
Code analysis
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Coding
–
–
Code security analysis
–
–
Development
–
–
Code security
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–
–
Cybersecurity vulnerabilities
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–
–
GitHub pull requests
–
–
–
Vulnerability analysis
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–
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Code documentation
–
–
–
Code quality
–
–
–
Code testing
–
–
–
Cybersecurity
–
–
–
Debugging
–
–
–
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
–
–
–
–

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.