The source analysis notes the extraction-to-production differential averages 30% or more, and that this is not a Russian anomaly, it reflects industry-wide norms driven by dilution, processing losses, and timing lags
Decision Focus
Russia’s Natural Resources Minister told state media that gold output reached 480 to 485 tons in 2025, with 2026 projections in the 480 to 500-ton range. Independent consulting firm Metals Focus estimated Russian gold production for the same year at around 345 tons. That divergence—roughly 135 to 140 tons—does not reflect a disputed count. It reflects two entirely different measures reported under the same label. For Mining Operations Directors who benchmark against global supply data or manage internal reporting across extraction and production stages, the operational signal is embedded in the methodology, not the headline.
90-Second Brief
This week, russia’s Natural Resources Ministry stopped reporting gold production in absolute refined-output terms after 2022 and switched to extraction figures, how much metal was lifted from the subsoil, not how much reached the market as refined gold. A 2021 Russian state report documented this gap explicitly: 438.1 tons of extraction against 322 tons of production, a difference exceeding 100 tons in a single year. The source analysis notes the extraction-to-production differential averages 30% or more, and that this is not a Russian anomaly, it reflects industry-wide norms driven by dilution, processing losses, and timing lags. Comparing one figure to the other misrepresents available supply.
What Is Really Happening?
The definitional split is mechanical, not political. Extraction captures reserve depletion—how much ore-bearing material was removed from the ground. Production captures refined output—how much gold successfully cleared the processing cycle and entered the market. They are separated by operational losses at every stage.
In open-pit mining, dilution from waste rock during overburden removal produces losses of 5% to 20%. Underground operations can see losses reach 35%. Gold recovery in processing varies from roughly 50% to 95% depending on ore mineralogy and the technology applied. Heap leach operations add a timing dimension: reserves are written off once extraction begins, but final metal may not emerge for more than a year. The practical result, as the source analysis describes it, is that one gram of contained gold in the orebody may yield 0.3 to 0.9 grams of refined metal. Multiply that across a national output figure and the gap between extraction and production grows to the scale now visible in Russia’s reporting.
The same source noted that this differential is not specific to Russia—in global practice it is no smaller, and often higher, depending on technology and deposit type.
Why It Matters for Mining Operations Directors
The direct operational relevance is internal before it is geopolitical. Most operations directors manage multiple reporting layers—reserve depletion accounting, mill throughput, recovery rates, ounces poured, and the AISC figure that reaches corporate. When these metrics pull from different points in the processing cycle without consistent definitions, the distortion compounds. A site showing strong extraction numbers alongside weak recovery can look operationally healthy on one dashboard and underperforming on another.
The Russian case makes the risk concrete: when a government with significant market presence reports extraction as production without labeling the difference, global supply models that incorporate those figures overestimate available metal. Operations that embed gold price assumptions into production planning—or evaluate peer performance against published output data—are working with a potentially inflated supply picture. That context is relevant for any planning cycle that uses global supply as an input.
There is also an internal precedent worth noting. If your operation presents extraction and production interchangeably in regulatory, community, or corporate reporting, the gap between what was mined and what was sold can become a credibility risk, particularly as scrutiny of mine-level reporting increases.
Forward View
The expansion pipeline emerging from Russia is substantial enough to shift the global supply picture if it executes. Polyus, the country’s largest gold producer, has stated plans to nearly double annual output to approximately 186 tons over the next five years, anchored by full-scale development at the Sukhoi Log deposit in the Irkutsk Region. Additional projects include the Chulbatkan deposit in the Khabarovsk Region, the Baimsky processing facility in Chukotka, Rosatom’s northern operations, the Kyuchus deposit in Arctic Yakutia, and ALROSA’s Degdekan asset in the Far East. Taken together, the source analysis projects Russia could cross a 400-ton production threshold by 2030 and potentially become the world’s largest gold producer.
That trajectory matters for global supply assumptions in medium-term mine planning. Given the definitional issues in Russian official reporting, the capital execution risks in remote Arctic and Far East conditions, and sanctions-related constraints on equipment access, published project timelines should be treated as directional rather than bankable.
What Is Still Uncertain
Russia has not indicated when or whether it will resume reporting refined production figures in absolute terms. Without that disclosure, the gap between official extraction data and actual market supply will remain unquantifiable from outside. The Metals Focus estimate of 345 tons and the Ministry’s 480 to 485-ton figure are not competing counts of the same thing—they measure at different points in the cycle—which means no external reconciliation can fully resolve them.
Individual project execution risk for Sukhoi Log and the other expansion assets is unconfirmed. Capital availability, workforce supply in remote regions, and equipment sourcing under current sanctions conditions are all open variables. No independent production audit of Russia’s 2025 output was cited in the available evidence, so the 30%-plus differential, while consistent with industry norms, cannot be verified for specific projects in this dataset.
One Question for Your Team
Do your internal extraction and production figures use consistent definitions across reserve depletion accounting, cost-per-tonne reporting, and what gets reported to corporate—and would an external auditor reading them reach exactly the same conclusion you would?
Sources
- Theins — Russian government claims record gold output in 2025, expert says it may be exaggerating by 100 tons – The (Link)
