Pixee vs Lambda vs GitBrain vs Semgrep Assistant

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

Your tool
Pixee
vs
Competitor 1
Lambda
Competitor 2
GitBrain
Competitor 3
Semgrep Assistant
Compare
4 tools · best value per row highlighted
Your tool Pixee
pixee.ai
Security scanners bury dev teams in alerts
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor GitBrain
gitbrain.dev
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Competitor 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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Traffic estimated monthly website traffic
Monthly visits
3Kvisits/mo
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MoM change
▼ 28.4%
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6-month growth
-30.0%
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Global rank web
#4,052,311
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Avg. last 3 months
3.7K
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Bounce rate lower is better
41%
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0%
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Pages / visit
2.1
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Visit duration
46s
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Traffic sources
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PixeeLambdaGitBrainSemgrep Assistant
01.7K3.5K5.2K6.9KPixee · 3.6KPixee · 3.4KPixee · 3.7KPixee · 2.9KPixee · 4.2KPixee · 6.9KPixee · 5.5KPixee · 4KPixee · 4.1KPixee · 3K1K10KPixee · 3.6KPixee · 3.4KPixee · 3.7KPixee · 2.9KPixee · 4.2KPixee · 6.9KPixee · 5.5KPixee · 4KPixee · 4.1KPixee · 3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Paid
Free
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Starting price
Free
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Free
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Free tier
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Free trial
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API access
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Plans
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Capabilities input → output
Input
Code
CodeData
Code
Code
Output
Code
Apps
Text
CodeText
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
3
7
7
Code reviews
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Developer tools
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Code security
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Code security analysis
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Vulnerability analysis
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Commit messages
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Cybersecurity vulnerabilities
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GPU infrastructure
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Git
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Code analysis
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Code runtime analysis
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Code summaries
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Cybersecurity risk assessment
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On mac
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Code explanations
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Code validation
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Git commands
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Model training
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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.