Semgrep Assistant vs GitHub Copilot vs CodeRabbit vs Sourcery

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

Your tool
Semgrep Assistant
vs
Competitor 1
GitHub Copilot
Competitor 2
CodeRabbit
Competitor 3
Sourcery
Compare
4 tools · best value per row highlighted
Your tool Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
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
Competitor Sourcery
sourcery.ai
AI code reviewer that never takes a day off
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
1Mvisits/mo
57.7Kvisits/mo
MoM change
—
▲ 3.7%
▼ 22.7%
▼ 19.8%
6-month growth
—
+19.3%
+50.4%
-28.8%
Global rank web
—
#49
#38,145
#495,687
Avg. last 3 months
—
629.7M
1.2M
65.8K
Bounce rate lower is better
—
36%
49%
46%
Pages / visit
—
5.9
3.5
2.3
Visit duration
—
6m 26s
1m 55s
24s
Traffic sources
—
● Direct 83% · ● Referral 15%
● Direct 73% · ● Referral 24%
● Direct 83% · ● Referral 15%
Semgrep AssistantGitHub CopilotCodeRabbitSourcery
0159.5M318.9M478.4M637.9MGitHub 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 · 1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K10K100K1M10M100M1BGitHub 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 · 1MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
—
Freemium
Freemium
Freemium
Starting price
—
$4per month · free tier available
$24per month
$12per month · free tier available
Free tier
–
–
Free trial
–
API access
–
–
–
Plans
—
Free FreeTeam $4/moEnterprise $21/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Open Source CustomPro $12/moTeam $24/moEnterprise Custom
Capabilities input → output
Input
Code
CodeText
Code
Code
Output
CodeText
Code
CodeText
CodeText
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code Review
Development & CodeAI Code Review
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
9
8
8
Code reviews
Code security analysis
–
GitHub pull requests
–
–
Code security
–
–
Code analysis
–
–
Vulnerability analysis
–
–
Code autocompletion
–
–
–
Coding
–
–
–
Agents
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Code explanations
–
–
–
Code validation
–
–
–
Cve monitoring
–
–
–
Cybersecurity vulnerabilities
–
–
–
Debugging
–
–
–
Developer tools
–
–
–
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
2
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.