---
title: "Discussion on \"Kubernetes autoscaling for AI inference in 2026: HPA vs KEDA vs external metrics\" | Hashnode"
description: "Discussion on \"Kubernetes autoscaling for AI inference in 2026: HPA vs KEDA vs external metrics\". Kubernetes autoscaling for AI inference in 2026: HPA vs KEDA vs external metrics\nSummary. In Datadog's 2025 State of Containers and Serverless report, 64% of organisations run the Horizontal Pod Autos"
url: "https://hashnode.com/posts/kubernetes-autoscaling-for-ai-inference-in-2026-hpa-vs-keda-vs-external-metrics/6a6b6c5e631cfeef55914cd0"
---

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# [Kubernetes autoscaling for AI inference in 2026: HPA vs KEDA vs external metrics](https://ecorpit.hashnode.dev/kubernetes-autoscaling-for-ai-inference-in-2026-hpa-vs-keda-vs-external-metrics?utm_source=hashnode&utm_medium=feed)

Kubernetes autoscaling for AI inference in 2026: HPA vs KEDA vs external metrics Summary. In Datadog's 2025 State of Containers and Serverless report, 64% of organisations run the Horizontal Pod Autos

Jul 30 · 13 min read · ecorpit.hashnode.dev  
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-   [#kubernetes](https://hashnode.com/tag/kubernetes)
-   [#autoscaling](https://hashnode.com/tag/autoscaling)
-   [#keda](https://hashnode.com/tag/keda)
-   [#hpa](https://hashnode.com/tag/hpa)

## Written by

[Manu Shukla](https://hashnode.com/@mr-manushukla)

@mr-manushukla · Delhi, India

  
[View profile](https://hashnode.com/@mr-manushukla)

Founder and Director of eCorpIT

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