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GitHub Actions billing has four moving parts most teams underestimate: minutes, OS multiplier, matrix expansion, and artifact storage. This calc rolls them all up and compares against self-hosted.
Self-hosted figure should include EC2/baremetal + ops overhead + on-call. Most teams underestimate ops by 2x.