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Rundeck vs Reflex

Rundeck, now sold as Rundeck by PagerDuty, has a genuinely free open-source edition: distributed command execution and workflow orchestration, self-hosted, no license fee. The commercial Rundeck Enterprise tier adds access controls and support, priced around $51,000 a year. Worth being direct about this: on price alone, Rundeck's open-source tier is free and Reflex is not, it ships on FluidifyAI's paid tiers rather than a free self-hosted download.

What Rundeck doesn't do is generate the runbook. It orchestrates jobs across nodes using scripts and workflows a human already wrote, running tools like Ansible, Puppet, Chef, Jenkins, Docker and Kubernetes against a target you define ahead of time. This is a comparison of Reflex specifically, not the rest of the FluidifyAI suite.

Where the runbook comes from

Rundeck executes a workflow someone already authored. Reflex generates the runbook itself, from the root cause a diagnosis agent already found, rather than starting from a script a human wrote in advance.

Reflex also runs a shadow-mode dry run against the live system with no write access before anything executes, then verifies the fix worked afterward or escalates if it didn't. Rundeck's job execution model doesn't include an equivalent simulate-then-verify loop; it runs what it's told to run.

Pricing and deployment, honestly

Rundeck's open-source edition is free and self-hosted, with an active community and around 25,000 open-source users. That's a real advantage if all you need is job orchestration and you're willing to write and maintain the runbooks yourself.

Reflex ships on FluidifyAI's Business tier at a flat $200 a month, covering Regen, Neuri, Reflex and Gills together, on SaaS or on-prem, not billed per seat. There's no free self-hosted Reflex tier the way there is for Rundeck's open-source edition.

MetricReflexRundeck
Free self-hosted tierNoYes, open source
Generates the runbook from root causeYesNo, executes pre-written workflows
Shadow-mode dry run before executingYesNot built in
Verifies the fix worked, or escalatesYesNot built in
Enterprise tier price$200/mo flat, 4 modulesAbout $51,000/yr

Evaluating Reflex against Rundeck?

We'll walk through the exact comparison with you - feature by feature.