Though clearly what happened in the USSR in the 20s was something different from what he wrote. What you saw in Russia in that period was a response to an ongoing civil war, followed by the rise of Stalin.. who, yes, really did believe in brutal authoritarianism.
All these Stalinist states (and I would classify China this way too) will pay lip service to Leninism as a way to seek ideological legitimacy. But their "official" readings of Marx and Lenin are very... creative... shall we say.
But it's 1:30am and I should no be getting into this argument.
Stalin rose through the ranks by being a seemingly "competent" administrator who restored the power of the old Tsarist bureaucracy to "get things done."
But in general, Lenin gets a bad rap for the awful things his successor did.
You'll note that Putin admires Stalin but loathes Lenin. Even bizarrely singling Lenin out for his positions on Ukraine and the national question etc in his crazy speech justifying their aggression on the eve of their invasion.
It's a horrible tragedy of history in which millions died and all of eastern Europe fell under a terrible dark iron curtain which took the name "communism" but the name is effectively irrelevant. What it really was was a broken down highly authoritarian single party state that used the badge of "socialism" to lend itself legitimacy while doing very awful things in the name of Russian nationalism, certain individuals, the Party, etc. etc. Kleptocratic clique under the guise of a revolutionary state.
As we can see in China today the actual economic political model doesn't even matter. They'll use the name "communism" even when what they're doing is absolutely savagely market driven, or something else, like the quasi-theocracy in North Korea.
What they labelled as socialism in the East bears almost no resemblance to what socialists in the West advocated. But the label of "communism" will forever be marred by what these people did.
EDIT: A good classic book on this topic is "Leninism under Lenin" by Marcel Liebmann (https://www.haymarketbooks.org/books/908-leninism-under-leni...) -- now, whether that old book can stand the test of time now that more historical records from that period are open, I don't know. I'd be curious to see a (non-ideologically motivated) Russian historian with access to records from the Revolution take it apart.
https://www.marxists.org/archive/mandel/1975/xx/liebman.html