Russia has 8 of the most modern SSBNs in service right now, equipped with a new generation of SLBM and able to hit the Continental United States even when docked. The Trident and Ohio's are another example of the US neglecting to meaningfully improve their strategic deterrent, relying decades on MMIII is another such example. Ancient Ohio missiles subs, conceptualized first during the mid cold war, meant to fire an improved variant of a missile that originated at the same time well into the 2040s. The US dragged their feet and continues to drag their feet, see the delays for the Columbias, strategic deterrent in the US is a highly politicized topic and very little has improved over the last 30-40 years. Meanwhile Russia prioritized their strategic deterrent for modernization after the worst of the dissolution of the USSR has passed, Yars, Sarmat, Bulava, Borei and the restart of Tu-160 production are the examples of that effort, with the second stage belonging to systems like Burevestnik, Khabarovsk, Poseidon, PAK DA and conceptualizing a successor for the Borei submarines. China is already dunking on the US submarine production right now, with every couple years seeing the introduction of newer and more advanced types, the most recent efforts being the Type 095 SSN and the JL-3 equipped Type 096 SSBN. At this pace I wouldn't be surprised if even L'Invincible and Dreadnought beat District of Columbia to service entry.
Either way, the land based portion of the Russian nuclear triad is the force that provides overwhelming volume, the long range aviation branch is the most flexible branch, but the most vital branch is the submarine based component because they are what facilitate devastating second strikes or if necessary first strikes with high survivability and the ability to hold any adversary at risk at any time anywhere around the world. Submarines have always been favored by Soviets/Russians and they continue to be seen as one of, if not the most crucial assets in the wider military structure, together with the missiles they're armed with the and the missiles on land and in the air they complement.