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ANALYSIS

Comparative Analysis of Smart Scaler

The only fully automated Gen AI Autoscaler that uses Application Performance Metrics to reduce error rates to zero, lower costs while driving unparalleled user experience.
Predictive Automation

Gen AI

Included

Not Supported

Not Supported

Not Supported

RPS Predictor

Included

Not Supported

Not Supported

Not Supported

Pod Capacity Estimator

Included

Not Supported

Not Supported

Not Supported

Proximal Policy Optimizer

Included

Not Supported

Not Supported

Not Supported

Automation

Reduction in DevOps hours

Included

Not Supported

Not Supported

Not Supported

Node Latency

Zero

2-5 mins

2-5 mins

Not Supported

Inputs for predictive scaling

RPS (Request Per Second)

Included

Not Supported

Not Supported

Not Supported

Error Rates

Included

Not Supported

Not Supported

Not Supported

Service Graph

Included

Not Supported

Not Supported

Not Supported

CPU

Included

Included

Included

Included