Purpose-Built Scalers for Modern Infrastructure

Category

What It Does

Typical Wins

HTTP & gRPC Scalers

GPU‑
Aware Scalers

Predictive, AI-Driven Autoscaling

Open
Telemetry Scaler

Custom Scalers

Burst on live latency, RPS, or concurrency; scale‑to‑zero

Auto‑scale LLM inference & render pipelines across NVIDIA, AMD, Intel

Forecasts traffic, pre-scales infra before load to prevent latency

Push‑based metric stream; no Prometheus scrape cycle

SDK for any KPI or business event

Zero cold‑starts; cost‑smart staging

20–40% GPU savings

Avoids latency, cuts costs, more reliable

Faster scale decisions, lower infra overhead

Align infra to revenue in <1 day