No. The German army out-materialed them, but never outnumbered the Red Army. Stalin always had plenty of bullet catchers available through conscription. Problem being that battles are not won by catching bullets...you're supposed to be firing them.
That's actually the opposite of true.
At the beginning of BARBAROSSA, the
Wehrmacht had very slight numerical superiority - they deployed slightly over three million men, whereas the Red Army numbered a few hundred thousand less than that. As the various other Axis nations and cobelligerents deployed forces through the summer, their numerical superiority grew to a maximum disparity of one million men. However, as the summer dragged on into fall, that numerical superiority began to decline.
Wehrmacht forces still had at least a local numbers advantage as late as the beginning of TAIFUN in October, when they committed the 1.9 million men of
Heeresgruppe Mitte against 1.25 Soviet soldiers in the Reserve, Western, and Briansk Fronts. However, by the time of the Moscow campaign, increasing German casualties, low levels of replacement troops in the
Ersatzheer, and continuing Soviet mobilization reduced the local German numerical disparity to effectively nil. During the Soviet counteroffensive in December, the Germans had theoretical parity (although counting walking wounded and fall-outs may have given the Soviets a slight edge in frontline strength). The battles at Khar'kov and Kerch may have flipped the numbers slightly in German favor again in mid-1942, but only for a short time. Soviet manpower mobilization was severely hindered by the loss of the most populous part of the USSR to German occupation. Although by late 1942, one can speak of Soviet numerical superiority across the front, it wasn't very large and had to be concentrated in local offensives to be anything like overwhelming. Without the destruction of the German 6. Armee and the Soviet reconquest of Ukraine in the second half of 1943, it's entirely possible that the RKKA would have run out of troops within a few years.
By comparison, the USSR had a clear superiority of several thousand in terms of heavy indirect fire weapons (large-caliber mortars, artillery, and rocket artillery) from the beginning of the war, and a massive superiority in number of armored fighting vehicles. Most estimates give the
Wehrmacht about 3,000 AFVs in June 1941 compared to a staggering 23,767 Soviet AFVs. Both totals were inflated by obsolete vehicles. The Soviets still retained a very large amount (12,000) of T-26 light tanks, which served well in Spain during the 1930s and which could still theoretically penetrate even the best German armor in 1941. Germany also possessed a very large number of light tanks - the Pzkpfw. I, II, 35(t), and 38(t) - with much more limited battlefield utility. At the beginning of BARBAROSSA, the Germans could deploy only 1,673 of the best of their AFVs: the Pzkpfw. III and IV, and the StuG III. Compare that number to the 1,861 Soviet T-34s and KV-1s available at the beginning of BARBAROSSA, both of which had far better armor and armament than the German models. Only in 1942 did the Germans begin to deploy the upgraded marks of Pzkpfw. IVs, the "long-barrels", that could outduel the T-34 at any range; only in the winter of that year did the Tiger and Panther tanks appear, which for the first time gave the
Wehrmacht's panzers technological superiority over the Red Army's armor.
The Red Army faced a lot of problems during the 1941 campaign. Their supply systems were in a shambles; often, troops fighting on home ground would be just as far from their railheads as the rapidly-advancing German panzer spearheads. Most of their troops and officers were poorly trained due to the Red Army's rapid expansion in the few years immediately before the war, combined with the pernicious after-effects of the purges. Poor leadership meant that the Soviet armored advantage was utterly wasted. The mechanized corps were too large for most officers to command and too tank-heavy; most Soviet tank attacks suffered from severe maldeployment and resulted in committing the armor in dribs and drabs. Poor staff work and maintenance procedures resulted in as many as 60% fall-out rates on
road marches, leaving the tank units virtually useless when they finally got to the front line. And, of course, the VVS was totally unable to contest German air superiority wherever the
Luftwaffe chose to deploy its forces. German air superiority nullified most of the technical armored advantages that the Soviets had; to all intents and purposes, only the Soviet road system, the German 88mm Flak artillery, and the Ju-87
Stuka could destroy medium or heavy Soviet armor in 1941. (There were isolated incidents, such as a unit of
Waffen-SS swarming onto, I think, a KV-1 like cockroaches to set it alight, but they were few and far between.)
It took until the aftermath of TAIFUN for the Germans to actually amass numerical superiority in armor along the main attack axis. Over half a million men and thousands of Soviet tanks were removed from the board in the aftermath of the battles of the Briansk and Viaz'ma pockets. The Battle of Moscow was the only time that the Germans - briefly - held an advantage in tanks. By January 1942, Soviet tank production (and German tank casualties, partially due to weather) was high enough that even that German advantage disappeared. In the summer of 1943, before the introduction of the T-34/85 and the IS-2 but after the development of the Tiger I and Panther-D, the Germans had
qualitative (but not
quantitative) armored superiority - but, of course, the German high command wasted that advantage by attacking the massed anti-tank fortress at Kursk.
In other forms of materiel, like artillery, the Germans never even came close to Soviet superiority. The
Wehrmacht semi-consciously de-emphasized artillery (which had nearly won the Germans the First World War) in favor of close air support and tactical airpower. By comparison, Stalin called artillery "the Red god of war" and prioritized the production of rocket artillery, dual-purpose field guns and AT weapons, and heavy howitzers; in virtually every battle in the war, the RKKA massed more artillery than the
Wehrmacht. To be fair, CAS was a better fit than heavy artillery for the rapidly-advancing German armored spearheads of 1939-42. But whenever
Bewegungskrieg, the war of movement, downshifted into
Stellungskrieg, the war of position, the Germans were invariably at a disadvantage due to inferiority in fire support. A
Stuka attack delivered very little firepower compared to an artillery barrage. This was an even bigger problem in the West, where the Allies had less artillery than the Soviets but employed it with much greater skill and coordination. And, of course, after 1943 the
Luftwaffe was virtually destroyed by the Western air offensive, leaving the Germans completely screwed in terms of fire support: they had little artillery
and no CAS.
During its period of greatest military success, the
Wehrmacht emphasized mobility over firepower, although they always tried to balance the two. German military officers weren't concerned about bullets and bullet-catchers, so much as outflanking the enemy, attacking concentrically, or kesseling him. By comparison, while Soviet doctrine presupposed high casualties, Soviet formations were always well-equipped with fire support - a condition that only improved as the war went on. By 1945, the average rifle division in the Red Army had been rebalanced to account for the high casualties of the previous years of war, reducing manpower in favor of even greater artillery, mortar, and even armored support. Soviet units took heavy losses until the very end of the war, but describing them as unimaginative cannon fodder is a gross historical misrepresentation.
Initial guide to some recommended texts (in English) (not a full Great Patriotic War bibliography by any stretch of the imagination):
Alexander Hill -
The Red Army in the Second World War
C. J. Dick -
From Defeat to Victory
David Glantz -
Stumbling Colossus
David Glantz -
Colossus Reborn
David Glantz and Jonathan House -
When Titans Clashed
David Stahel -
Operation Barbarossa and Germany's Defeat in the East
David Stahel -
Kiev 1941
David Stahel -
Operation Typhoon
David Stahel -
The Battle of Moscow
Dennis Showalter -
Hitler's Panzers
James Corum -
The Luftwaffe: Creating the Operational Air War
Robert Citino -
Death of the Wehrmacht
Robert Citino -
The Wehrmacht Retreats
Robert Citino -
The Wehrmacht's Last Stand
Steven Mercatante -
Why Germany Nearly Won (something of a polemic but with some useful data and insights)