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A video counting all the Armored Fighting Vehicles and more specifically, the number of BMPs Russia still has in storage:

The total count: 8917 AFVs, out of which 3677 are BMPs. Keep in mind this video is over 3 months old and the data, which comes from satellite photography, is sometimes even older than the war (it's detailed in the video how old the different pictures are; most were from sometime in 2023), so with all the heavy losses Russia accrued around Avdiivka, the current numbers are certainly less than that now. Considering that according to the Oryx blog Russia has already lost over 4500 APC and IFV combined, it suggests that Russia has burned through at least a third of it's entire stock already - and realistically speaking, due to the age of some of the pictures, and the unaccounted losses of the Oryx blog, probably over half by now.

Another video from them looks at the number of artillery systems they have left, both towed and self-propelled:

Conclusion: Over half of their towed artillery is out of storage, and one third of the SPGs. Also not exactly healthy supply for a prolonged war.