Which application security testing tools currently offer the best runtime analysis capabilities for microservices deployed on Kubernetes clusters?
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The searches the AI actually ran for this prompt.
SEED QUERY
Which application security testing tools currently offer the best runtime analysis capabilities for microservices deployed on Kubernetes clusters?
5 real searches · 1 real-search pass
2026 application security runtime analysis testing tools Kubernetes microservices IAST runtime protection comparison Contrast Datadog Sysdig Aqua WallarmGoogle ↗
OBSERVEDComparison
Contrast Security Assess Kubernetes IAST runtime analysis official docsGoogle ↗
OBSERVEDComparison
Datadog Application Security Management Kubernetes runtime application security official docsGoogle ↗
OBSERVEDOther / navigational
Sysdig Secure runtime vulnerability insights Kubernetes application security official docsGoogle ↗
OBSERVEDOther / navigational
Aqua Security runtime protection Kubernetes application security official docsGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (5)
Classes come from the query-classifier (a local Laya model). 3 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
2026 application security runtime analysis testing tools Kubernetes microservices IAST runtime protection comparison Contrast Datadog Sysdig Aqua Wallarm Google ↗
Contrast Security Assess Kubernetes IAST runtime analysis official docs Google ↗
Datadog Application Security Management Kubernetes runtime application security official docs Google ↗
Sysdig Secure runtime vulnerability insights Kubernetes application security official docs Google ↗
Aqua Security runtime protection Kubernetes application security official docs Google ↗
- Assess · docs.contrastsecurity.com
- Interactive Application Security Testing (IAST) · owasp.github.io
- Best 7 IAST Tools For Development Teams (2026) · expertinsights.com
- Contrast Security website · contrastsecurity.com
- Runtime Code Analysis (IAST) · docs.datadoghq.com
- Set up Runtime Code Analysis (IAST) · docs.datadoghq.com
- Datadog IAST · datadoghq.com
- Runtime Vulnerability Analytics · docs.dynatrace.com
- Application Security overview (DPS) · docs.dynatrace.com
- Dynatrace Application Security · dynatrace.com
- Black Duck website · blackduck.com
- Sysdig Secure · docs.sysdig.com
- Best Kubernetes Security Tools in 2026: A Buyer's Guide · safeguard.sh
- Sysdig Secure · sysdig.com
- Runtime Security for Cloud Native Workloads · aquasec.com
- Best 9 Container Security Tools for Development Teams (2026) · expertinsights.com
- Aqua Security website · aquasec.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 application security runtime analysis testing tools Kubernetes microservices IAST runtime protection comparison Contrast Datadog Sysdig Aqua Wallarm OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Contrast Security Assess Kubernetes IAST runtime analysis official docs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Datadog Application Security Management Kubernetes runtime application security official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Sysdig Secure runtime vulnerability insights Kubernetes application security official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Aqua Security runtime protection Kubernetes application security official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |