ZeroPath vs opcode vs GitHub Copilot vs CodeRabbit

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

Your tool
ZeroPath
vs
Competitor 1
opcode
Competitor 2
GitHub Copilot
Competitor 3
CodeRabbit
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 opcode
opcode.sh
opcode is a free, open-source desktop application that gives Anthropic's command-line coding agent a graphical interface.
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
—
637.9Mvisits/mo
1Mvisits/mo
MoM change
▲ 16.1%
—
▲ 3.7%
▼ 22.7%
6-month growth
+50.1%
—
+19.3%
+50.4%
Global rank web
#858,063
—
#49
#38,145
Avg. last 3 months
38.9K
—
629.7M
1.2M
Bounce rate lower is better
43%
—
36%
49%
Pages / visit
1.7
—
5.9
3.5
Visit duration
22s
—
6m 26s
1m 55s
Traffic sources
● Direct 77% · ● Mail 18%
—
● Direct 83% · ● Referral 15%
● Direct 73% · ● Referral 24%
ZeroPathopcodeGitHub CopilotCodeRabbit
0159.5M318.9M478.4M637.9MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M10K100K1M10M100M1BZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$1,000per month · free tier available
Free
$4per month · free tier available
$24per month
Free tier
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Free trial
–
API access
–
–
–
–
Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
Open source Free
Free FreeTeam $4/moEnterprise $21/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
Code
CodeText
CodeText
Code
Output
CodeText
Code
Code
CodeText
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Coding AssistantAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
9
8
Code reviews
–
Code security analysis
–
–
Agents
–
–
Code analysis
–
–
Coding
–
–
Code autocompletion
–
–
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Code security
–
–
–
Cybersecurity vulnerabilities
–
–
–
Developer tools
–
–
–
GitHub pull requests
–
–
–
Vulnerability analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
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Code testing
–
–
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Coding in VS Code
–
–
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Vs code
–
–
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Agent creation
–
–
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Agent management
–
–
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Cybersecurity
–
–
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Debugging
–
–
–
Development
–
–
–
MCP
–
–
–
Security automation
–
–
–
Self hosted
–
–
–
Terminal
–
–
–
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
2
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.