AI EdgeLabs Kubernetes & Container Security vs Aqua Cloud Native Application Protection Platform (CNAPP): Side-by-Side Comparison (2026)
Features, pricing, ratings, and pros and cons, compared head to head.
AI EdgeLabs Kubernetes & Container Security is a commercial container security tool by AI EdgeLabs. Aqua Cloud Native Application Protection Platform (CNAPP) is a commercial cloud-native application protection platform tool by Aqua Security Software Ltd.. Compare features, ratings, integrations, and community reviews side by side to find the best container security fit for your security stack. Independent and vendor-neutral: our scores and rankings are earned, never bought — sponsored placement is always labeled.
CST VerdictShort answer
Mid-market and enterprise teams managing 50+ containerized workloads will see immediate ROI from AI EdgeLabs Kubernetes & Container Security because the single lightweight agent covers runtime threats that require multiple point tools elsewhere, consuming under 2% CPU overhead while detecting container escapes and fileless malware simultaneously. The platform's eBPF-based continuous monitoring directly addresses NIST DE.CM and DE.AE functions, backed by built-in compliance for NIS2, CRA, and PCI DSS that saves months of audit friction. Skip this if your primary need is vulnerability scanning at build time; AI EdgeLabs prioritizes runtime detection and response over left-shift coverage, which means you'll still need a separate image scanner upstream. Mid-market and enterprise teams building on Kubernetes or multi-cloud infrastructure should start here if supply chain security matters more than runtime detection; Aqua's code-to-cloud scanning covers source, IaC, containers, and LLM components in a single policy engine, addressing the NIST ID.AM and PR.PS gaps most organizations actually struggle with. The integrations span every major registry, orchestrator, and CI/CD platform, which means no rework to fit your existing pipeline. Skip this if your priority is detecting runtime threats post-deployment; Aqua's strength is prevention earlier in the lifecycle, not chasing anomalies in production.
Based on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
AI EdgeLabs Kubernetes & Container Security
Mid-market and enterprise teams managing 50+ containerized workloads will see immediate ROI from AI EdgeLabs Kubernetes & Container Security because the single lightweight agent covers runtime threats that require multiple point tools elsewhere, consuming under 2% CPU overhead while detecting container escapes and fileless malware simultaneously. The platform's eBPF-based continuous monitoring directly addresses NIST DE.CM and DE.AE functions, backed by built-in compliance for NIS2, CRA, and PCI DSS that saves months of audit friction. Skip this if your primary need is vulnerability scanning at build time; AI EdgeLabs prioritizes runtime detection and response over left-shift coverage, which means you'll still need a separate image scanner upstream.
Data verified Aug 2026
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Sponsored
AI EdgeLabs Kubernetes & Container Security
AI-powered Kubernetes & container security with eBPF runtime monitoring.
Aqua Cloud Native Application Protection Platform (CNAPP)
CNAPP providing security from code to cloud for cloud native and AI apps
Side-by-Side Comparison
Feature
AI EdgeLabs Kubernetes & Container Security
Aqua Cloud Native Application Protection Platform (CNAPP)
Pricing Model
Commercial
Commercial
Category
Container Security
Cloud-Native Application Protection Platform
Verified Vendor
Deployment & Fit
Deployment Type
Cloud
Cloud
Company Size Fit
SMB, Mid-Market, Enterprise
SMB, Mid-Market, Enterprise
Company Information
Company
AI EdgeLabs
Aqua Security Software Ltd.
Headquarters
Use Cases & Capabilities
Kubernetes
Runtime Security
Syscalls
Workload Security
Linux
Software Supply Chain
NIST CSF 2.0 Coverage
NIST CSF 2.0 Mapping
Access NIST CSF 2.0 data from thousands of security products via MCP to assess your stack coverage.
Access via MCPCore Features
- eBPF-based continuous runtime security monitoring
- Container image scanning and drift prevention
- Automated threat response (process kill, container isolation, firewall rules)
- AI-generated incident response playbooks
- System call monitoring for fileless malware and in-memory attack detection
- Pod-to-pod and container-to-host interaction mapping
- Built-in compliance support for NIS2, CRA, ISO/IEC 62443, PCI DSS, HIPAA, and GDPR
- Single lightweight agent covering 50–500 workloads with <2% CPU overhead
- Vulnerability scanning for source code and AI applications
- Software supply chain security for code, IaC, and LLM components
- Container security across full application lifecycle
- Kubernetes Security Posture Management (KSPM)
- Cloud Security Posture Management (CSPM) and AI-SPM
- Cloud Workload Protection for containers, Kubernetes, serverless, and VMs
- Runtime threat detection and prevention including prompt injection
- CI/CD pipeline security integration
Integrations
No integrations listed
Jenkins
Azure DevOps
GitLab
Codefresh
Atlassian Bamboo
Harbor
Amazon ECR
Azure ACR
JFrog Artifactory
Google Container Registry
Community
Community Votes
0
0
Bookmarks
User Reviews
No reviews yet
No reviews yet
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AI EdgeLabs Kubernetes & Container Security vs Aqua Cloud Native Application Protection Platform (CNAPP) FAQ
Common questions about comparing AI EdgeLabs Kubernetes & Container Security vs Aqua Cloud Native Application Protection Platform (CNAPP) for your container security needs.
AI EdgeLabs Kubernetes & Container Security: AI-powered Kubernetes & container security with eBPF runtime monitoring. built by AI EdgeLabs. Core capabilities include eBPF-based continuous runtime security monitoring, Container image scanning and drift prevention, Automated threat response (process kill, container isolation, firewall rules)..
Aqua Cloud Native Application Protection Platform (CNAPP): CNAPP providing security from code to cloud for cloud native and AI apps. built by Aqua Security Software Ltd.. Core capabilities include Vulnerability scanning for source code and AI applications, Software supply chain security for code, IaC, and LLM components, Container security across full application lifecycle..
Both serve the Container Security market but differ in approach, feature depth, and target audience.
AI EdgeLabs Kubernetes & Container Security differentiates with eBPF-based continuous runtime security monitoring, Container image scanning and drift prevention, Automated threat response (process kill, container isolation, firewall rules). Aqua Cloud Native Application Protection Platform (CNAPP) differentiates with Vulnerability scanning for source code and AI applications, Software supply chain security for code, IaC, and LLM components, Container security across full application lifecycle.
AI EdgeLabs Kubernetes & Container Security is developed by AI EdgeLabs. Aqua Cloud Native Application Protection Platform (CNAPP) is developed by Aqua Security Software Ltd.. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
AI EdgeLabs Kubernetes & Container Security and Aqua Cloud Native Application Protection Platform (CNAPP) serve similar Container Security use cases: both cover Runtime Security, Kubernetes. Review the feature comparison above to determine which fits your requirements.
Have more questions? Browse our categories or search for specific tools.
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