Snyk Code vs CodeRabbit vs GitHub Copilot vs Semgrep Assistant

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

Your tool
Snyk Code
vs
Competitor 1
CodeRabbit
Competitor 2
GitHub Copilot
Competitor 3
Semgrep Assistant
Compare
4 tools · best value per row highlighted
Your tool 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.
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
637.9Mvisits/mo
—
MoM change
—
▼ 22.7%
▲ 3.7%
—
6-month growth
—
+50.4%
+19.3%
—
Global rank web
—
#38,145
#49
—
Avg. last 3 months
—
1.2M
629.7M
—
Bounce rate lower is better
—
49%
36%
—
Pages / visit
—
3.5
5.9
—
Visit duration
—
1m 55s
6m 26s
—
Traffic sources
—
● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
—
Snyk CodeCodeRabbitGitHub CopilotSemgrep Assistant
0159.5M318.9M478.4M637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
—
Starting price
$25per month · free tier available
$24per month
$4per month · free tier available
—
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Free FreeTeam $25/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
—
Capabilities input → output
Input
Code
Code
CodeText
Code
Output
CodeText
CodeText
Code
CodeText
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
8
9
7
Code reviews
Code security analysis
–
Code security
–
–
GitHub pull requests
–
–
Vulnerability analysis
–
–
Developer tools
–
–
Code autocompletion
–
–
–
Coding
–
–
–
Agents
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Code explanations
–
–
–
Code validation
–
–
–
Cybersecurity vulnerabilities
–
–
–
Debugging
–
–
–
Development
–
–
–
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.