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This is my very first research paper that examins auto-play mechanics on CPU performance using Unity's Profiler. I analyzed resource allocation by firing bullets at intervals of 0.5, 1, 1.5 to 2. After doing an ANOVA statistical test I hope to provide insight to help developers optimize performance while meeting auto-play expectations.