GPU utilization visibility with rightsizing and MIG guidance for Kubernetes AI and LLM workloads.
PerfectScale GPU Optimization gives platform teams visibility into GPU utilization across Kubernetes clusters running AI and LLM workloads. It pairs usage analytics with rightsizing recommendations and NVIDIA MIG partitioning guidance to reduce idle accelerator capacity.
The offering targets organizations scaling GPU-backed inference and training on Kubernetes. It is documented on PerfectScale's official web property at c.perfectscale.io.
| Attribute | PerfectScale GPU Optimization | Pepperdata GPU Optimization | |
|---|---|---|---|
| Provider |  |  | |
| Founded | 2021 | 2012 | |
| Sells To | Enterprise | Enterprise | |
| Pricing Model | Recurring, Software | Recurring, Software | |
| Ownership | Venture-backed | Venture-backed |
Provider
Founded 2021
Sells To Enterprise
Pricing Model Recurring, Software
Ownership Venture-backed
Provider
Founded 2012
Sells To Enterprise
Pricing Model Recurring, Software
Ownership Venture-backed
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