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Harness AI SRE vs FluidifyAI

Harness AI SRE is a capability inside Harness's much larger CI/CD and DevOps platform, not a standalone product. Harness's pricing page lists Essentials and Enterprise tiers with no published dollar amounts, both requiring a sales conversation. Independent data from Vendr puts the median Harness buyer at roughly $48,350 a year across 84 purchases, for the platform generally, not AI SRE specifically.

The FluidifyAI suite is Regen, Neuri, Reflex and Gills: on-call, root cause analysis, auto-remediation and a conversational interface, sharing one incident record. Pricing is published and self-serve.

A feature versus a suite

Buying Harness for its AI SRE capability means buying into the whole Harness DevOps platform first, at platform-wide pricing that averages roughly $48,350 a year, then getting AI SRE as one feature inside it, gated by which tier you're on.

FluidifyAI's four modules are the product, not a feature bundled into a much larger platform, and the Business tier is a flat $200 a month for all four.

MetricFluidifyAIHarness AI SRE
Published pricing [source]YesNo, sales-led
Median annual cost [source]$2,400/yr on Business tier~$48,350/yr (platform-wide)
Standalone productYesNo, a feature within the Harness platform

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