Game Art Pipeline

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Count pixels in a rectangular image and compare them with an explicit reference resolution, keeping pixel quantity separate from rendering cost.

Reduce whole pixel dimensions to an exact width-to-height ratio, preserving portrait or landscape orientation for real layout comparisons.

Check equal whole-pixel cells in an unpadded sprite sheet from its dimensions, columns and rows, with clear errors for non-divisible grids.

Calculate texture data bytes for RGBA or BC formats by summing exact mip levels and layers, with whole blocks and explicit allocation limits.

Calculate particle buffer bytes from allocated capacity, measured record size, copies and fixed overhead without inferring frame-rate performance.

Generate named build, configuration and test combinations, record each result and notes, and save or export the complete matrix with a JSON backup.

Estimate game packaging from measured component sizes, an explicit packaging factor and fixed overhead, then compare the final build in MiB.

Convert simulation ticks to an interval and estimate one outbound update stream from explicit send rate, recipient count, payload and overhead.

Convert a chosen frame rate to milliseconds per frame and compare the interval with measured timings from the actual game and device.

Divide unique members of a fixed starting cohort who returned on a defined day by that original cohort size. Use your own deduplicated records.