Differentiator #2

93.54% Less Noise.
Zero Wasted Engineering Hours.

Not with regex. Not with generic rules. With data-flow analysis, taint tracking, and AI that understands context — AquilaX delivers the sharpest signal-to-noise ratio in AppSec.

False Positive Elimination
93.54%
of false positives eliminated — automatically, on every scan

The Cost of False Positives

If your team receives 1,000 security alerts per week, the choice of tool determines whether you're doing real security work — or drowning in noise.

⚠️ Traditional Tools (Checkmarx, SonarQube, Black Duck)

1

710–910 alerts are false positives per 1,000

2

20–80 hours of manual triage per week

3

$50K–$200K/year in wasted engineering time

4

Developer trust in security tooling erodes — real threats get ignored

✓ AquilaX

1

Only ~65 false positives remain per 1,000 alerts

2

Minutes of focused review, not days of triage

3

Engineers spend time fixing real vulnerabilities

4

Every alert is trustworthy — teams act on findings immediately

How It Works

Three Layers of Precision

AquilaX doesn't guess. It traces actual code execution to determine whether a finding is genuinely exploitable in your specific codebase.

Layer 1

Data-Flow & Taint Analysis

Traces actual execution paths through your code — not theoretical pattern matches. If untrusted data can't reach a sink, it's not flagged. No regex, no guessing.

Layer 2

Context-Aware AI

Securitron AI understands whether a flagged pattern is actually exploitable in your codebase given your framework, sanitization logic, and access controls.

Layer 3

Continuous Learning

Every triage decision your team makes refines the model. False positive patterns your team dismisses are learned and suppressed automatically on future scans.

Industry False Positive Landscape

AquilaX's 93.54% elimination rate is independently measurable and industry-leading.

AquilaX
93.54% eliminated
Aikido
~85% reduction
Semgrep
35.7% precision
Snyk
Disputed by users
SonarQube
Claims <5%, users report much higher
Checkmarx
6.5/10 on G2
Free to Start

Your Developers Deserve to Trust Their Security Alerts.

Try AquilaX free and experience what genuine signal feels like — no triage marathons, no alert fatigue.

Try AquilaX Free

Disclaimer: The comparisons against third-party products on this page are made by the AquilaX engineering team and represent an independent view of AquilaX's capabilities based on publicly available information, product documentation, and industry benchmarks at the time of writing. Competitor products evolve over time and their capabilities may differ from what is described here. You should conduct your own research and evaluation before making any purchasing decision.