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• Grid-scale energy storage are modeled to arbitrage in electricity market. • Storage-induced emissions are estimated in two power grids with high and low wind penetration. • High wind penetration can favorably pair with storage and reduce air pollutant burden. • Carbon dioxide, sulfur dioxide, nitrogen oxides, and mercury emissions are estimated. • Storage-induced emissions are 42-64% lower in the high- than in the low-wind grid. Energy storage provides many benefits that can improve electric grid performance but has been shown to increase overall system emissions. Yet, how energy storage might interreact with renewables in existing grids and how these interactions affect overall emissions remain unclear. Here, we estimate emissions induced by battery energy storage in two regions of the United States with very different levels of wind penetration using high-resolution, both spatially and temporally, locational marginal prices and hourly marginal emission factors. We find that the emission intensity of carbon dioxide, sulfur dioxide, nitrogen oxides, and mercury is 4264% lower in the high wind penetration grid (28%) than in the low wind penetration grid (<5%). This is due in part to a significant share of wind dispatched as marginal fuel in baseload hours when battery storage charges from the grid, reducing storage-induced emissions. Our study suggests that more wind generation can favorably pair with storage and reduce the air pollution burdens otherwise caused by storage. [ABSTRACT FROM AUTHOR]