Semgrep Assistant vs CodeRabbit vs Augment Code vs Pixee

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

Your tool
Semgrep Assistant
vs
Competitor 1
CodeRabbit
Competitor 2
Augment Code
Competitor 3
Pixee
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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Pixee
pixee.ai
Security scanners bury dev teams in alerts
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Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
—
3Kvisits/mo
MoM change
—
▼ 22.7%
—
▼ 28.4%
6-month growth
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+50.4%
—
-30.0%
Global rank web
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#38,145
—
#4,052,311
Avg. last 3 months
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1.2M
—
3.7K
Bounce rate lower is better
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49%
—
41%
Pages / visit
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3.5
—
2.1
Visit duration
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1m 55s
—
46s
Traffic sources
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● Direct 73% · ● Referral 24%
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—
Semgrep AssistantCodeRabbitAugment CodePixee
0331.5K663K994.5K1.3MCodeRabbit · 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 · 3K1K10K100K1M10MCodeRabbit · 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
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Freemium
Paid
Free
Starting price
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$24per month
$20per month
Free
Free tier
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–
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Free trial
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–
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API access
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–
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Plans
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Standard $20/moBusiness $100/moEnterprise Custom
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Capabilities input → output
Input
Code
Code
CodeText
Code
Output
CodeText
CodeText
Code
Code
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
8
6
8
Code reviews
Code security analysis
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Code security
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Vulnerability analysis
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Code analysis
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Code testing
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Coding
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Cybersecurity vulnerabilities
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GitHub pull requests
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Agents
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Code documentation
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Code quality
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–
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Code runtime analysis
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–
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Cybersecurity risk assessment
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Testing
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Agent creation
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Code explanations
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Code validation
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Developer tools
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Development
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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.