RubixKube vs Komodor: Which AI SRE Fits?

CompareUpdated November 20266 min read

Komodor grew from Kubernetes into an agentic operations platform. RubixKube is an AI SRE across Kubernetes, clouds, machines and your tools. Here is how they differ.

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Quick answer

Komodor started as a Kubernetes troubleshooting tool and is now an agentic operations platform with AI SRE, cost and software operations modules. RubixKube is an AI SRE built around the incident: its own observers in Kubernetes, clouds and Linux machines, alerts from your tools, one RCA with evidence per incident, and fixes you approve.

Pick Komodor if your world is Kubernetes and you also want cost and CI/CD modules from one vendor. Pick RubixKube if you run on more than Kubernetes, want evidence you can check, and want to start free today.

What is Komodor?

Komodor started as a Kubernetes troubleshooting tool and now sells an agentic operations platform, with AI SRE, cost and software operations modules and more than 50 built-in agents. It runs in your cloud, on-prem or in Komodor Cloud, with approval rules you set per action.

  • How you get it: a trial on the Starter plan, or sales for Enterprise.
  • Pricing: custom, a platform fee plus AI tokens.
  • Best for: Kubernetes-heavy teams that also want cost and CI/CD modules. See RubixKube vs Komodor.

What is RubixKube?

RubixKube runs read-only observers in your Kubernetes clusters, AWS, Google Cloud and Azure accounts and Linux machines, and takes alerts from Datadog, PagerDuty, Grafana, Sentry and other tools by webhook. It groups related alerts into one incident, and its agent, Rubix, writes a root cause analysis for each one, citing the tool output behind every step. Quotes are checked in code against what the tools returned, so you can see exactly what Rubix read.

Every RCA proposes a Fix and Follow-ups. Rubix opens the change as a pull request or through any tool you connect, and you choose how much it may do: Observe only reads, Assist asks before every change, Auto asks before anything destructive. It remembers past incidents and fixes, and works in the console, Slack, the CLI and your own AI tools over MCP.

  • How you get it: sign up and start today. No demo, no approval.
  • Pricing: Individual is free (1 environment, 10 investigations a month). Business is $999 a month. Enterprise is custom. See pricing.
  • Best for: teams that run on more than one platform and want an AI SRE they can try on their own systems this afternoon.

How they differ

Komodor vs RubixKube

KomodorRubixKube
What it isAgentic operations platform, from Kubernetes rootsAI SRE across your infrastructure and tools
Where it worksKubernetes first, plus cloud cost and CI/CDKubernetes, AWS, Google Cloud, Azure, Linux machines, alerting tools
IncidentsAI SRE moduleEvery alert triaged and grouped, one RCA per group
EvidenceAgent findingsEvery claim cited, quotes checked in code
ChangesApproval rules per actionObserve, Assist or Auto, plus hooks and per-tool switches
Where you use itKomodor platformConsole, Slack, CLI and MCP
How you get itTrial on Starter, or salesSign up today, free plan
PricingCustom: platform fee plus AI tokensFree, Business $999 a month, Enterprise custom

When Komodor is the right choice

  • Almost everything you run is on Kubernetes
  • You want Kubernetes cost management and CI/CD checks from the same vendor
  • You want to build and run your own agents on one platform

When RubixKube is the right choice

  • You run on Kubernetes and clouds and plain Linux machines
  • Your alerts come from Datadog, PagerDuty, Grafana, Sentry and others, and you want them grouped into one incident
  • You want every root cause to show exactly what it read
  • You want to ask Rubix from Slack, your terminal or your own AI tools
  • You want to start today, with a price you can see

Bottom line

Komodor is a broad platform for Kubernetes operations. RubixKube is the AI SRE for every place your systems run. Start free, or see the best AI SRE tools in 2026.

Frequently asked questions

Is RubixKube only for Kubernetes?

No. It watches Kubernetes, AWS, Google Cloud, Azure and Linux machines, and takes alerts from tools like Datadog and PagerDuty.

Does Komodor have public pricing?

No. Komodor's Starter plan has a trial with custom pricing, a platform fee plus AI tokens, and Enterprise goes through sales.

Can I try RubixKube without talking to sales?

Yes. Sign up and connect your first cluster on the free Individual plan.

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