Russia literally have nothing left.
Sadly the truth is more complicated.
For instance with the Tyulpan heavy mortar:
While this is only a few days worth of ammo for one unit they are nothing like short of ammo for them:
Russia is pulling more of the vehicles out of storage - the state doesn't look great but they are still combat capable/serviceable:
(There is 8 of them in the video, likely 9 in total, - from the rest of what is being shipped it would appear to be a full battery ready to go)
Broadly for this kind of hardware they've so far tapped around 20-30% of their deep storage, ~10% of their "maintained" reserves and about 20-30% of their existing active stock for Ukraine, actual state of those in reserve may be another story.
Biggest issue is likely going to be crewing them - self-propelled artillery of this era you can't just rock up and press the fire button to use them to effect on the battlefield - it needs experience and a lot of calculations and Russia has already expended a chunk of their experienced crews in Ukraine.
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