While a 1 GW coal plant might burn as much as 4 million tons of coal a year, a comparable nuclear power plant only consumes some 30 tons of fuels rods per year - but depending on ore quality and U-235 enrichment level, that might translate to 300,000 tons of uranium ore that needs to be mined and converted into fuel rods through an expensive multi-step process. Coal is much dirtier in terms of average daily emissions (though there's always the catastrophic failure risk with nuclear).
Solar / wind / storage operating costs are limited to maintenance and battery replacement, which can still be considerable.