If batteries were treasure chests, urban mining would be the art of plundering cities for the gold inside them. Today’s lithium-ion batteries contain lots of valuable “treasures” — lithium, cobalt, nickel, manganese, copper, aluminum and graphite — and the world wants those back. But what fraction of those materials can we actually recover today with commercial and near-commercial urban-mining techniques? The short answer is: it depends a lot on the material, the recycling method used, the condition and format of the battery, and the economics around the operation. The longer answer — and the one you’re about to read — quantifies realistic recovery ranges, explains why numbers vary so much, and points out practical limits and opportunities.
Why the fraction recovered matters
Recovering a high fraction of critical materials reduces the need for new mining, shrinks supply-chain risk, and lowers the carbon footprint of batteries. But recovery fractions also determine profitability for recyclers, the volume of secondary supply that automakers can rely on, and how quickly we can scale a circular battery economy.
If recycling recovers only half of a metal’s mass, we still need substantial primary mining to meet demand. Policymakers, investors, and engineers all watch recovery fractions closely because they shape investment decisions and regulatory targets. Recent studies and industry reports show a wide spread of reported numbers — from modest single digits for some metals in some processes to documented recoveries above 90% in others — so understanding what’s realistic is crucial.
What is urban mining in the battery context?
Urban mining means extracting valuable materials from end-of-life (EoL) products and manufacturing scrap within the built environment, instead of digging them out of the ground. For batteries, urban mining includes collecting spent consumer batteries, end-of-life EV packs, and manufacturing scrap, then processing those streams to recover metals and active materials. The techniques used range from mechanical pre-treatment (disassembly and shredding) to chemical routes (hydrometallurgy), thermal routes (pyrometallurgy), and emerging “direct” or closed-loop processes that aim to regenerate cathode material chemistry without fully breaking it down.
Typical battery composition and why it sets the ceiling
A lithium-ion battery pack is not 100% valuable metals. Cathodes, anodes, current collectors, casings, electrolyte, and various polymers all contribute to mass. Typical NMC-type battery cathode active materials might contain tens of percent nickel, manganese, cobalt and a smaller share of lithium by mass. But when you consider the whole pack, lithium is a few percent of pack mass, cobalt varies widely with chemistry, and graphite is a substantial share of anode mass. That composition sets a theoretical maximum: you cannot recover more of a metal than exists in the waste stream. Practical recovery rates will always be lower due to process losses, contamination and tradeoffs between purity and yield.
Overview of the main recycling technologies
There are three broad families of industrial urban-mining techniques: pyrometallurgy (high-temperature smelting), hydrometallurgy (acid/solution chemistry and precipitation), and direct recycling (restoration of cathode active materials). Pyrometallurgy is robust to mixed feedstock and widely used, but it tends to lose lithium to slag and produces mixed metal alloys requiring further refining.
Hydrometallurgy can be highly selective — giving high recovery fractions for nickel, cobalt, and manganese — but it needs careful pretreatment, large volumes of reagents, and waste-water handling. Direct recycling is attractive because it can in principle recover cathode materials in a form close to battery-grade with lower energy input, but it’s sensitive to feedstock purity and cell construction and remains at pilot to early commercial scale. The chosen route strongly shapes which fraction of which metals you can realistically recover.
Realistic recovery: lithium
Lithium recovery has historically been the trickiest of the major elements to capture efficiently in large-scale operations. Pyrometallurgical routes commonly send much of the lithium into slag, making lithium recovery poor unless the process is combined with hydrometallurgical downstream steps. Modern hydrometallurgy and targeted leaching methods can recover lithium much more effectively; published lab and pilot studies report lithium leaching and recovery often in the range of roughly 70–95% depending on feedstock, pretreatment quality and leach chemistry.
For example, lab leaching studies have reported lithium recoveries approaching 89% in optimized leach tests, while industry pilots sometimes claim >90% lithium recovery when they apply targeted processes and multiple purification steps. However, real-world plant yields are typically lower than lab maxima because of feed heterogeneity and operational constraints. So a realistic current practical range for lithium recovery across operational urban-mining facilities is broadly in the 60–90% window, with the higher end achievable in well-designed hydrometallurgical flows and the lower end representing mixed feedstock, pyrometallurgical-heavy operations, or facilities without extensive lithium-specific downstream refining.
Realistic recovery: cobalt
Cobalt is one of the easier major metals to recover to high fractions because it dissolves readily in many leach systems and is highly valuable, which motivates complex purification. Hydrometallurgical processes commonly achieve cobalt recoveries above 90% and many lab and pilot studies report cobalt recovery in the mid-90s. Some commercial facilities and company claims point to cobalt recovery rates of 95–99% under optimized conditions. Cobalt recovery is often the “anchor” of economics in recycling NMC/NCA chemistries, which is why many processes are tuned to maximize cobalt capture and purity. Nonetheless, feed contaminants and mixed chemistries can reduce practical recovery slightly if not well managed.
Realistic recovery: nickel
Nickel recovery behaves similarly to cobalt in many hydrometallurgical circuits: it dissolves and can be selectively precipitated, producing high recoveries. Many lab and pilot studies report nickel recoveries in the 85–95% range, and modern commercial hydrometallurgical plants often target nickel recoveries routinely above 90% for clean feedstocks. Pyrometallurgical processes also recover nickel but typically as mixed alloys that require additional refining to reach battery-grade nickel. Overall, a practical realistic range for nickel recovery in present industrial urban-mining setups is around 80–95%, depending on both the upstream pretreatment and downstream purification intensity.
Realistic recovery: manganese
Manganese is generally easier to recover than lithium because manganese salts are soluble and separable in hydrometallurgical flows. Reported recoveries in lab leaching studies often exceed 85–90%, and some pilot reports show similarly high numbers. Because manganese is less valuable than nickel or cobalt, recyclers sometimes accept slightly lower recovery or purity targets for it, but technically recovering >80–90% manganese is realistic with current methods.
How those recovery numbers were obtained — lab vs pilot vs commercial
It’s important to separate lab test results from pilot plant performance and from commercial operations. Controlled lab leaching can show very high recoveries because feed material is pre-characterized, contamination is controlled, and conditions are optimized. Pilot plants add realism — they process more variable feed but still under tight control. Full commercial operations face a wider range of battery chemistries, inconsistent pretreatment, and cost pressures that force tradeoffs between purity and yield. As a result, a lab might show 95% lithium recovery, a pilot might achieve 85–90% on consistent feed, and a commercial plant might average 70–85% across mixed inputs. That gap is why many reported figures appear optimistic until verified on continuous industrial flows.
The role of pretreatment and sorting in improving fractions
Pretreatment — safe discharge, dismantling, de-lamination, and targeted separation of current collectors — is critical because the purer and more homogeneous the input is, the better the downstream recovery. Sorting by chemistry and format lets plants route high-value NMC/NCA streams to hydrometallurgical recovery, where high cobalt and nickel fractions justify more intensive processing. Mixed-format, mixed-chemistry shredding increases process losses and dilutes the concentration of high-value metals. In practice, facilities that invest in advanced sorting and pretreatment routinely show better recovery fractions and higher overall economics than those that rely on “one-size-fits-all” shredding.
Why process choice matters for each metal
If you only have pyrometallurgy available, expect excellent recovery of cobalt and nickel as metal alloys, but a poor lithium yield unless the process is integrated with downstream hydrometallurgy. If you employ hydrometallurgy, you can tune acid strengths, reductants, and precipitating agents to target specific metals and push recoveries above 90% for Co and Ni, and high for Mn; lithium recovery then depends on additional purification steps.
Direct recycling aims to keep cathode active material intact and can theoretically preserve much of the lithium bound in crystal structures if relithiation is successful, but it’s highly format-sensitive and feed-sensitive. Because different metals respond differently to heat, acid, and solvent chemistries, the chosen pathway will determine the realistic percentage recovered for each metal.
Material-by-material summary table in prose
Looking across current industrial practice and pilot data, a conservative practical expectation for a modern, well-designed urban-mining facility running hydrometallurgical circuits is roughly: cobalt ~85–98% recovery, nickel ~80–95%, manganese ~80–95%, and lithium ~60–90% depending on the intensity of lithium-specific purification. Facilities that mix pyrometallurgy and hydrometallurgy can achieve high overall metal capture, though lithium often requires extra steps. These ranges reflect aggregated evidence from academic reviews and industry reports showing that high recoveries are technically achievable but require careful material handling and more complex downstream purification to reach battery-grade outputs.
Graphite and anode materials — a different story
Graphite is abundant in the anode and is lower in monetary value per kg than the transition metals, but it’s still essential. Recovering graphite in a form that is battery-grade is more difficult and generally achieves lower fractions of reuse as high-quality anode material. Current processes can recover graphitic carbon and re-process it, but purity and particle morphology matter for reuse in batteries. Typical graphite recovery routes are emerging with pilot successes, but commercial recovery of battery-grade graphite is still nascent and tends to yield lower fractions of direct reuse than metal recovery. Emerging processes and new investments are improving outcomes, however.
Practical constraints that lower real recovery fractions
Several real-world constraints push practical recovery fractions lower than lab numbers. Feed heterogeneity (different chemistries mixed together), contamination from plastics and organics, incomplete separation of current collectors, energy and reagent costs that limit aggressive purification, and safety tradeoffs (avoiding processes that risk thermal runaway) all reduce yield. Scaling issues — maintaining consistent reaction conditions across tens of tons per day — also introduce inefficiencies. Finally, economic decisions sometimes accept lower yield to cut costs: if recovering the last 5% of lithium requires expensive solvents and energy, plants may skip it unless regulations or high prices make it worthwhile.
Policy influence — how targets push fractions higher
Regulations and recycled content mandates are powerful levers. The EU, for example, set recycled content targets under its battery regulations which will force supply chains to source a minimum fraction of battery materials from recycled sources. Those policy signals stimulate investment in pretreatment, hydrometallurgical refining and direct recycling pilots, pushing average recovery fractions higher as more capital flows into advanced processes. Explicit targets also change economic tolerance for tighter purification — if automakers must buy recycled metals meeting certain purities, recyclers must adopt processes that achieve those purities. Policy thus plays a central role in converting laboratory potential into industrial reality.
Industry claims vs independent studies — how to read reported numbers
Manufacturers and recycling companies often report very high recovery rates from their proprietary processes. These claims can be accurate for specific feedstocks under carefully controlled conditions, but independent academic reviews and broader surveys generally report wider ranges across real-world feed. When reading recovery claims, check whether the numbers are from lab tests, pilot facilities with narrow feed specifications, or commercial continuous operations. Broad, peer-reviewed studies provide conservative averages that are useful for policymaking and market forecasts, while company claims point to what current technology can do in best-case scenarios.
How much secondary lithium supply can urban mining deliver?
Even with high fractional recoveries, total secondary supply depends on how much EoL battery mass is available and when it arrives. Recent modeling suggests that the contribution of recycled lithium to the overall battery material supply is still limited in the short term because most EV packs sold in the last decade haven’t yet reached end-of-life. Estimates vary, but projections highlight that recycled lithium’s contribution to battery manufacturing is modest in the near term and grows over the 2030s and 2040s as EoL volumes scale. In other words, good recovery fractions are necessary but not sufficient — the timing and scale of EoL flows are equally important.
Costs vs value: when does higher recovery make economic sense?
Recovering a higher fraction often requires more capital expenditure, energy, reagents and labor. The marginal cost of pushing a metal’s recovery from, say, 85% to 95% can be large if it means adding multiple purification stages, lengthening residence times, or deploying expensive solvents. Economic viability thus depends on metal prices, policy incentives, and the availability of high-value feedstock. Cobalt’s high price historically made high recovery easy to justify; nickel’s and lithium’s roles in batteries make them worth pursuing, but the economics are tighter. That said, as battery chemistries evolve (less cobalt, more nickel or iron), economics will change and recyclers must adapt.
Technological advances that can raise recovery fractions
Several technical advances promise to lift realistic recovery fractions. Improved non-destructive sorting (digital passports, sensor arrays), safer and more efficient discharge systems, inert-atmosphere mechanical separation, targeted organic leaching agents, bioleaching, electrochemical recovery, and improved direct-recycling chemistries are all being piloted. As these mature and scale, the practical recovery ranges should shift upward — especially for lithium and graphite, where innovation is most needed. Recent academic reviews and pilot reports demonstrate promising lab and pilot numbers for near-complete recovery in controlled setups, but industrial scaling remains the bottleneck.
Practical recommendations for policymakers and industry
To maximize real recovered fractions, coordinated action is needed. Policymakers should set clear recycled-content targets, support collection and pretreatment infrastructure, and fund pilot-to-commercial scaling. Manufacturers should design batteries for recycling (metadata tags, modular packs, reduced adhesives) so recyclers face more homogeneous, easier-to-process feedstocks. Investors should focus on integrated flows — from collection to refining — because recovery fractions depend on the whole chain, not individual unit processes. These systemic moves convert high lab recoveries into reliable, high industrial yields.
A realistic bottom line
Bringing everything together, a reasonable, evidence-based summary for present-day urban mining is that cobalt and nickel recoveries are routinely high (often 80–98% with modern hydrometallurgy), manganese is likewise recoverable at high fractions (roughly 80–95%), and lithium recovery is more variable but can be high (roughly 60–90%) when facilities invest in lithium-specific downstream purification. Graphite and organics lag in reuse quality and fraction recovered as battery-grade materials. These ranges reflect a mix of lab, pilot and operational data: best-case technical performance is high, but real-world continuous plant averages are often lower unless input feed is well sorted and the facility invests in extensive purification.
Conclusion
Urban mining for battery materials is no longer a fantasy — it’s a growing industry with proven technical methods that can recover large fractions of the key transition metals. But the “how much” depends on the metal, the recycling route, feedstock quality, pretreatment, and economics. Cobalt and nickel are technically easiest to recover at high fractions with existing hydrometallurgical techniques; manganese similarly follows; lithium is recoverable at high fractions but requires additional steps and investment; graphite still needs more development for battery-grade reuse. If we want urban mining to become a reliable pillar of battery supply chains, the industry must scale integrated, flexible plants, OEMs must design for recyclability, and regulators must set clear incentives and standards.
FAQs
Are the recovery percentages the same for all battery types and ages?
No. Recovery fractions vary significantly with battery chemistry (NMC, NCA, LFP, etc.), cell format (pouch, cylindrical, prismatic), and the battery’s condition. Newer cells with cleaner, homogeneous chemistry and well-executed pretreatment are easier to recover at high fractions, while mixed or damaged feedstocks reduce yields.
Why is lithium harder to recover than cobalt or nickel?
Lithium often ends up in less concentrated forms after thermal treatment and can dissolve into complex solutions that require extra purification. Hydrometallurgical routes can recover lithium efficiently but need additional steps to produce battery-grade lithium salts. Pyrometallurgy tends to lose lithium to slag, so hybrid approaches are often necessary.
Can recovered materials be reused directly in new batteries?
Some recovered cobalt, nickel and manganese can be refined to battery-grade salts and reused. Direct recycling aims to regenerate cathode active materials for direct reuse, but it is sensitive to contamination and variations. Graphite recycling to battery-grade anode material is more challenging and less commonly achieved today.
Will recycling alone meet future battery material demand?
Not in the short term. Even with very high recovery fractions, recycled supply is constrained by the availability of end-of-life batteries, which will scale up over the 2030s and beyond. Recycling will become an increasingly important source of materials, but it will complement — not immediately replace — primary mining.
What single change would most improve recovery fractions industry-wide?
Better upstream sorting and design-for-recycling. If batteries come to recyclers with clear digital passports, standardized formats, and design choices that favor disassembly, recovery processes will be far more efficient and achieve higher practical fractions across the board.

Peter Charles is a journalist and writer who covers battery-material recycling, urban mining, and the growing use of microreactors in industry. With 10 years of experience in industrial reporting, he explains new technologies and industry changes in clear, simple terms. He holds both a BSc and an MSc in Electrical Engineering, which gives him the technical knowledge to report accurately and insightfully on these topics.
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