Russia's Military After Ukraine: What Remains

Counting the Cost¶

Any serious analysis of Russia’s post-Ukraine military capability must begin with the attrition data, which is unprecedented in scale for a European conflict since 1945. The open-source tracking project Oryx, which requires photographic or video confirmation for each entry, had recorded by early 2026 over 3,200 Russian main battle tanks destroyed, captured, or abandoned — a figure that represents more than the entire active tank fleet that Russia fielded in February 2022. Armoured fighting vehicles of all types destroyed or captured exceeded 7,500. Artillery pieces confirmed lost exceeded 800. Fixed-wing aircraft losses tracked at 91; helicopters at 124.

These are minimum confirmed figures. Oryx’s methodology — requiring visual evidence — systematically undercounts actual losses: vehicles destroyed in areas without independent visual coverage, losses removed before documentation, and systems degraded but not destroyed do not appear in the database. The Institute for the Study of War (ISW), RUSI, and multiple Western intelligence assessments assess actual Russian MBT losses at 4,000–5,000, with total armoured vehicle losses potentially exceeding 10,000.

Human cost estimates are less precise but more operationally significant. Ukrainian official estimates of Russian military casualties (KIA plus WIA) exceeded 400,000 by early 2026. Western intelligence assessments, including declassified elements of US and British analysis, placed the figure at 300,000–350,000. Even at the conservative end, this exceeds Soviet losses in Afghanistan (15,051 KIA, approximately 35,000 WIA over 10 years) by an order of magnitude. The crucial distinction is that these are primarily professional contract soldiers and conscripted reservists — not the Cold War Soviet Army’s mass mobilisation base, which nominally could summon millions — but the professional core whose institutional knowledge, leadership experience, and unit cohesion are the actual operational inputs.

Russian Reconstitution: The Production Response¶

The Kremlin’s response to attrition has been to reorient the Russian economy toward defence production at a scale not seen since the Soviet period. The 2024 Russian defence budget was approximately 10.77 trillion rubles (approximately $120 billion at market exchange rates, representing roughly 6% of GDP) — up from 3.5 trillion in 2021. This increase funds both combat operations (fuel, ammunition, soldier pay, casualty compensation) and industrial reconstitution.

Tank production at Uralvagonzavod (UVZ) in Nizhny Tagil has reportedly increased from approximately 20 T-72B3/T-90M per month to 40–50 per month under wartime priority, according to US Defence Intelligence Agency assessments. This is achieved partly through production acceleration, partly through reduced quality controls and simplified logistics, and critically through drawing down stored T-62M and T-55 reserves from Russian depots — vehicles last produced in the 1970s — for refurbishment and frontline commitment. Satellite imagery of storage facilities has documented the progressive emptying of these depots, with hundreds of T-62s and T-55s moved to rail transload points for depot overhaul.

The T-90M Proryv represents the upper end of Russian current production — an extensively modernised T-72 derivative with the Relikt ERA package, Kalina fire control system (incorporating a thermal camera), improved 125mm gun, and remote weapon station. Production is concentrated at UVZ and estimated at 50–80 per year in pre-war conditions; wartime surge may reach 100–120. Against the confirmed attrition rate, this production volume is insufficient to restore pre-war MBT numbers quickly.

Missile production has been a specific focus of Western intelligence attention. Iskander-M ballistic missile production reportedly doubled in 2022–2023, with the Votkinsk Machine Building Plant expanding production to meet frontline consumption. Kh-101 cruise missile production at Duks and affiliated subcontractors increased to approximately 50–80 per month from pre-war levels of around 40. Iranian Shahed-136/Geran-2 production under Russian licence (or supplemented by Iranian supply) has been particularly significant for the long-range strike campaign — these one-way attack munitions cost approximately $20,000 each compared to $1 million+ for a Kh-101, enabling sustained campaign density at acceptable cost.

Personnel: The Mobilisation Architecture¶

Russia’s September 2022 partial mobilisation called 300,000 reservists to service — technically a partial mobilisation of a reserve structure that exists on paper in the millions. The mobilisation was operationally disruptive: the reservists arrived with inadequate equipment, minimal training, and poor cohesion, and were committed to combat rapidly, contributing to significant losses in autumn 2022. Russia subsequently shifted to a voluntary contract model with substantially elevated pay (approximately 200,000 rubles per month, or ~$2,200 — significant against Russian average wages of ~65,000 rubles) supplemented by regional bonuses.

The contracted force model has sustained Russian frontline strength: estimates of Russian military personnel in Ukraine as of early 2026 range from 600,000 to over 700,000, including front-line combat forces, second echelon, rear area security, and logistics. This represents a larger committed force than the initial invasion grouping of approximately 190,000–200,000. The quality of individual soldiers has declined as the professional NCO and officer corps has been consumed, but the quantitative commitment has increased.

Russia has supplemented its own forces with third-country fighters. The Wagner Group, re-branded as the Africa Corps after Prigozhin’s death in August 2023, has maintained a combat element of approximately 5,000 fighters in Ukraine alongside African commitments. North Korea deployed approximately 10,000–12,000 soldiers to the Kursk and Kharkiv fronts from late 2024, providing Russia with additional infantry at cost to Kim Jong-Un’s relationships with Western-aligned states.

Russian Attrition Data Summary¶

What Remains: Russian Conventional Capability Assessment¶

Assessing Russian capability requires distinguishing between the force committed to Ukraine and the broader military establishment. Russia maintains approximately 35 Ground Force combined-arms armies and army corps, distributed across Western, Southern, Central, and Eastern Military Districts plus the Northern Fleet Joint Strategic Command. The vast majority of professional combat power has been committed to or rotated through Ukraine — the Moscow and Leningrad Military Districts (nominally facing NATO’s eastern flank) have been substantially stripped to reinforce the Ukrainian theatre.

Russian air power outside Ukraine remains substantially intact. The Aerospace Forces (VKS) have committed less than 25% of their fixed-wing combat aircraft to Ukrainian operations — partly reflecting the contested air defence environment, which has made deep strike operations costly, and partly preserving capability against a different adversary. Russia maintains approximately 900 active combat aircraft (fighters, fighter-bombers, and bombers), of which the majority are based outside the Ukrainian engagement zone.

Russian nuclear forces are unaffected by conventional attrition. The Strategic Rocket Forces maintain approximately 306 ICBMs, 16 submarines equipped with SLBMs, and a heavy bomber force. Tactical nuclear weapons — the most relevant dimension for nato-eastern-flank deterrence — number an estimated 1,900 deployed, with perhaps 1,000–2,000 in non-deployed storage. Russia’s nuclear signalling has intensified since 2022, with doctrine updates lowering the stated threshold for nuclear use. The credibility of this signalling is debated among analysts, but it has demonstrably influenced Western escalation calculations — the reluctance to supply certain long-range strike systems to Ukraine explicitly cited escalation risk.

Russian Adaptation: Drone Warfare and EW¶

The Ukraine war has produced observable Russian adaptation in several domains. The drone warfare dimension is most visible: Russia has massively expanded production and operational employment of loitering munitions (Shahed derivatives, Lancet), tactical reconnaissance UAVs (Orlan-10, Eleron-3SV), and FPV drone operations that replicate at scale what was previously special operations capability. The FPV drone — a commercial racing drone adapted for first-person-view attack against armoured vehicles, personnel, and logistics — has become a primary tactical engagement tool at a cost per unit of approximately $400–500, compared to $40,000+ for an ATGM.

Russian electronic warfare adaptation has been significant. After early failures in EW employment (inadequate preparation for the contested electromagnetic environment), Russian forces have deployed increased numbers of Krasukha-4, R-330Zh Zhitel, and Borisoglebsk-2 EW systems, which have been credited with disrupting Ukrainian drone operations, GPS-guided munitions, and communications. The EW competition — jamming versus counter-jamming, GPS spoofing versus inertial navigation — is now a central feature of the tactical engagement and is directly relevant to nato-eastern-flank planning.

The Reconstitution Timeline and Its Implications for NATO Planning¶

The central intelligence question for NATO eastern flank planners is: when will Russia reconstitute sufficient conventional capability to pose a credible threat to Alliance territory? The debate among IISS, RUSI, CNA, and official defence assessments focuses on 3–5 years from war’s end as the planning horizon for a regenerated conventional threat — with significant uncertainty bands.

The 3–5 year estimate assumes: an end to active combat operations in Ukraine (releasing manpower and production capacity for reconstitution), 24–36 months to rebuild destroyed units to paper strength, 36–60 months to rebuild genuine unit cohesion and leadership depth, and industrial capacity to produce approximately 1,500 MBTs and 3,000 AFVs per year at sustained surge.

The factors compressing this timeline: Russia retains significant institutional knowledge in higher-command structures, has demonstrated resilience in adapting to operational reverses, is receiving Chinese economic and potentially technological support, and has a wartime production base that — with further investment — could surge output. The factors extending it: the loss of experienced NCOs and junior officers cannot be replicated quickly, the Ural industrial base faces sanctions-driven component shortages, the social contract (compensation for families of the dead and wounded) is already consuming significant state resources, and the political costs of failed mobilisation create resistance to further calls.

The practical implication for nato-eastern-flank defence planning is a 3–5 year window to complete procurement, build logistics infrastructure, grow and train military personnel, and establish the battle group deployment and pre-positioning posture that makes Article 5 credible. The defence-spending investment decisions of 2022–2026 are buying capability against this window. Whether the window is 3 years or 7 years depends on factors — war termination timing, Chinese support levels, Russian domestic political stability — that are genuinely uncertain.

Russia’s Military Lessons and Future Doctrine¶

The Russian military is conducting its own assessment of lessons from Ukraine, and those lessons will shape the force that reconstitutes. Observable adaptations already underway: greater emphasis on drone warfare at all echelons, integration of EW into every formation above company level, recognition that contested air space requires combined-arms air defence rather than relying on ground-based IADS, and the importance of dispersal and deception for logistics and command nodes.

Russia’s future doctrine — the Gerasimov-era concept of “non-linear warfare” was largely irrelevant in the grinding attrition of Bakhmut and Avdiivka — is likely to retain the mass fires and force concentration of Soviet doctrine while incorporating the lesson that precise, network-enabled systems matter when you can deploy them effectively. The army that emerges from Ukraine’s lessons will be more capable in specific domains (drones, EW, combined-arms urban warfare) while retaining structural weaknesses in officer quality, logistics depth, and independent initiative below battalion level.

For NATO, the implication is that the nato-eastern-flank threat is not simply the force that fought in Ukraine — attrited, exhausted, partially rebuilt from storage — but a future force that has absorbed a generation of combat experience. The alliance has its own learning, visible in the acceleration of procurement, the revision of NATO’s regional plans under General Cavoli, and the reinstatement of a 300,000-strong NATO Response Force. The race is between NATO’s reconstitution of credible eastern flank deterrence and Russia’s reconstitution of the capability to challenge it.

Frequently Asked Questions¶

How many tanks has Russia lost in Ukraine? As of early 2026, open-source tracking by Oryx (based on photographic evidence) confirms over 3,200 Russian tanks destroyed, damaged, abandoned, or captured in Ukraine since February 2022. Total armoured vehicle losses exceed 8,000. Russian tank production has been running at approximately 1,500 units annually to offset losses.

How long will it take Russia to reconstitute its military after Ukraine? The IISS and RUSI estimate that Russia will require 3–5 years after a ceasefire to reconstitute meaningful conventional offensive capability against NATO. However, regeneration of forces is already underway: Russia is producing tanks, missiles, and drones at wartime rates, and has reconstituted losses in manpower through mobilisation and contract recruitment.

What is Russia’s defence budget in 2024? Russia’s official defence budget for 2024 is approximately $120 billion (at purchasing power parity), representing around 6% of GDP — the highest proportion since the Soviet period. This compares to a NATO average of approximately 2.5% of GDP across member states in the same year.