The useful version is understanding where the power goes, when the grid still matters, what changes on the bill, and why two systems with the same panel count can perform very differently depending on roof layout and inverter design.
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Panels are only one piece of performance
Panel brand matters less than most marketing suggests. Roof orientation, pitch, shading, inverter strategy, and system sizing tend to have a bigger effect on real-world production. A south-facing roof at 15 to 30 degrees pitch in central Texas will typically outproduce a west-facing roof by 10 to 15 percent with the same equipment, and shade from a single large oak tree can reduce a roof plane's output by 25 percent or more.
