Feature Matrix

Capability

HTTP Scaler

OTel Scaler

Scaling Groups

Intelligent Vertical Scaling

Multi-Cluster Dashboard

Hardened KEDA

Cost Impact

arrow down20-40%

arrow downInfra $

--

arrow downOver-alloc

--

--

Perf Impact

Sub-sec

Fast

Guardrail

Stable

Visibility

--

Security

TLS

--

--

--

SSO / SAML

FIPS

Best For

Latency-sensitive APIs

AI / ML & GPU

DB-bound apps

JVM / Python

Platform teams

Regulated envs

arrow right

arrow right

arrow right

arrow right

arrow right

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arrow right

major positive

protective / neutral