June 2026
M&M Market/Scenario/Supply Chain Product Updates
New Features
Forecast - Base metals
China copper imports comparison chart added to the Balances and stocks dashboard to visualise copper import data for informed decision-making.
China copper imports comparison chart - Balances and Stocks dashboard
Scenario users can now view Aluminium, Steel and Iron Ore scenario data directly in the UI, making it easier to compare outlooks and explore commodity scenarios without leaving LENS.
Stainless steel demand is now split into two charts, making it easier to analyse nickel demand drivers and compare trends.
Stainless steel consumption charts
Steel finished demand charts now include a “Country and sector” color-by option, helping users break down demand patterns more clearly.
Finished steel demand chart with “Country and Sector” view
Bulk and Noble alloys
New supply-demand balance charts are available for MLC Ferromanganese, Manganese Metal, Vanadium, Molybdenum, Ferrosilicon and Silicon Metal, giving users a clearer view of market balance across key alloys.
Bulk and Noble alloys charts - Balances and Stocks dashboard
The Alloys balance datagrid now includes Global balance as a second table option, making it easier to switch between detailed and global views.
Battery raw materials
ALL COMMODITIES
Improvements
Added Super Region From/To filter boxes in the global filter tray, with "Add to filter" on Sankey & map layers.
Add to filters added for Region with From/To filter boxes
When applying an asset filter, the Sankey chart now defaults to asset aggregation level without addtional manual adjustment.
Export functionality now works for bar cluster map layers.
Lens Direct
Forecast
Latest STO and LTO columns are now available across all tables, making it easier to identify and track the data vintage being used.
Scenario data for Aluminium, Iron Ore, Steel and Rare Earths is now available in Lens Direct, giving users direct access to more scenario outlooks for analysis and comparison.
Quarterly company production data for Iron Ore is now available, helping users analyse production trends at company level.
Steel demand model data has been refreshed, giving users access to the latest demand outlook in Lens Direct.
Q2 LTO data for Steel and Aluminium is now available, keeping long-term outlook datasets aligned with the latest forecast release.
Aluminium STO datasets have been refreshed across quarterly balance, production, China balance, prices, stocks, alumina production and balance, monthly output, and ROW balance tables, giving users a more complete short-term view.
H1 LTO coal data is now available, giving users the latest long-term outlook for coal analysis.
Country governance risk data has been refreshed, helping users work with the latest risk indicators in their analysis.
Supply chain
Copper supply chain data has been refreshed in the Supply Chain dataset, giving users the latest view of copper flows and related supply chain information.
EVBSC demand tables have been simplified by grouping relevant product categories under Electronics and refining cathode chemistry and anode type classifications, making demand data easier to interpret and compare.
Bug Fixes
Fixed the “Show additional data” toggle so table rows update correctly when values are removed.
Resolved chart failures on the Risks dashboard when the Assets > Mine filter is applied.
Fixed Sankey flows so they continue to display when selected legend items are deselected.
Restored missing legends on Iron Ore comparison charts.
Fixed the Nickel Trade Sankey chart so data displays correctly.
May 2026
M&M Market/Scenario/Supply Chain Product Updates
New Features
Forecast - Base metals
Added STO comparison charts for Balances & Stocks so users can compare forecast vintages more easily across Aluminium, Copper, Lead, Nickel, Tin and Zinc, including Aluminium stock days.
STO comparison charts - Balances and Stocks
Enhanced LME and SHFE price charts with unit switching and clearer basis-year tooltip behaviour.
Added Price basis and Price basis year to tooltip
Added HQ colour-by options for Operator and Owner on Lithium supply charts.
Added HQ color-by options to Lithium supply chart
Improved chart defaults so comparison views open from 2024, while non-comparison views retain the longer historical view from 2000.
Published the April STO update for relevant base metals forecasts.
Bulk alloys
Added comparison views for Prices
Added market analysis comparison charts for High-carbon Ferromanganese and High-purity Manganese Sulphate.
Added supply-demand balance charts for Ferrochrome, Silicomanganese, Chromium, MLC Ferromanganese and Manganese Metal.
Battery raw materials
Added Graphite comparison charts across Supply, Demand and Balances.
EVBSC
Added "Add to filter" support on the arrow map layer, allowing users to click directly on a trade flow arrow to apply it as a global filter across the dashboard.
Applied the updated EVBSC / Metals colour scheme for a more consistent chart experience.
Comparison Charts in the Metals Colour Scheme (EVBSC)
Added "Add to filter" from Country tooltips to make map and dashboard filtering faster.
Add to filters option from country tooltip (EVBSC)
Coal
Added a "Total coal" option to the comparison chart dataset.
ALL COMMODITIES
Added Steel Slabs series in trade data.
Improvements
In-grid filtering on a datagrid
Sankey tooltip with Add to filters
Added Asset name filter integration for Flows and Assays workflows.
Updated Lithium ownership location data to improve consistency in supply views.
Added unit switching to Sankey diagrams in the Supply Chain module, allowing users to toggle between units without leaving the chart view.
Unit toggle added to the Copper Supply Chain Flows
Lens Direct
Forecast
Published April 2026 STO data updates for relevant forecast datasets.
Added Steel Slabs series in trade data.
Updated industrial production index data and steel trade data mapping.
Repushed Lithium supply data with updated ownership location data.
Supply chain
Updated quarterly datasets for Alumina, Aluminium, Lead, and Iron Ore.
Bug Fixes
Fixed Gigafactory map layer not rendering for December 2025 forecast.
Fixed "Add to filter" functionality across multiple chart types and dashboards.
Fixed ODC excel download filtering and Copy Down functionality for Mine/Smelter/Refinery pages.
M&M LENS DISCOVERY
New Features
Copper/Lead/Zinc
Release the M1 Margin curves for Copper mines, M1 Margin curves for Copper smelters, M1 Margin curves for Copper refineries, M1 Margin curves for Lead mines, M1 Margin curves for Zinc mines to clients
Gold
Release the margin curve to clients
Added AISC Metrics to Mine Assets Summary Tables (Mine summary and Mine company summary)
Top mines reserves and Top mines additional resources charts have an additional Moz unit available
Coal
Coal cost curve charts enhancements:
Make “Export” as the default coal market
Add quick selectors at the top of the chart to change settings more easily
Made the margin curve available to clients
Bauxite/Alumina (behind a feature flag)
Mine Cost/Margin curve cash cost breakdowns auto scale when legend options are selected/unselected
Iron ore (behind a feature flag)
Filter and search functionality enabled for Iron ore
First charts are available for specific internal users in Production (under validation)
Overall enhancements
Datagrid enhancements (Asset / Ressources / Emissions dashboards):
Move the year columns more on the left of the datagrid on the UI when applicable
Hide columns by default for non-essential columns
Order the data by asset name asc when necessary
Added in-grid filter functionality for all columns in the Asset Mine Summary datagrid and allow to select mines for global filtering directly from the table
Performance improvements done for Production and Reserves dashboard
Lens Direct
Pushed weekly asset update data
Pushed Summary, Reserves, Production and Costs data for Iron ore mines and companies (under validation)
Bug Fixes
Fixed issue for cost curve when applying a company filter and grouping by Mine which was duplicating the mine at the end of the cost curve
Fixed some Lithium mine process recovery & grade data issues
Fixed some Gold mine costs data issues
Corrected data inconsistencies in the Mine Site Costs timeseries and data table for multi-commodity assets, specifically within Zinc and Lead portfolios as the "Power" and "Diesel" sub-components are displaying incorrect and diverging values between different metals produced at the same mine site.
April 2026
M&M Market/Scenario/Supply Chain Product Updates
New Features
Forecast - Base metals
Created STO comparison charts
Built the Zinc consumption indicators datagrid in Demand dashboard and Zinc premiums and Zinc Treatment charges datagrids in Prices dashboard for Zinc STO
Pushed March STO data
Limited Aluminium trade flows data to start only from 2010
Bulk alloys
Battery raw materials
Scenario data are now visible on the UI for Scenario users for Cobalt
Built Graphite Demand and Supply comparison charts
Built all Rare earths comparison charts
Built all Cobalt comparison charts
EVBSC
Built the Supply, Demand and Prices comparison charts
Integrated EVBSC markets map layer with the global filters
ALL COMMODITIES
Pushed Q1 LTO data
Enhanced the comparison charts to allow up to 4 forecasts for comparison
All Forecast/Scenario commodities have access to the Macroeconomics dashboard giving information on GDP, Population, GDP per capita, industrial country index and exchange rates and comparison charts
Added Base metals and Bulks methodologies in Lens help center
Lens Metals and Mining Market Methodology
Lens Coal Market Methodology
Improvements
Added Demand - Transformation - Material type & metric and Final Consumption - Sector detail in the the Search bar
Lens Direct
Forecast
Pushed Q1 LTO data in all datasets
Pushed March 26 STO data for Copper, Lead, Zinc and Nickel
Pushed new STO tables for Zinc, Nickel and Lead
Pushed Cobalt Net Zero, Pledges and Delayed energy transition for 2025 scenario data in existing tables
Updated Simandou ship exports table - simandou_export_daily
M&M LENS DISCOVERY
Improvements
Performance and loading improvements have been undertaken in the Production and Summary dashboards. Chart load times should be reduced going forward.
Map Layer Improvements: We have undertaken a migration of our geometric map layers. The following map layers will now include a much greater population of map objects, including load time performance improvements: Indigenous Lands, Mining Leases and Railways Layers
Coal chart timeline improvements: All coal charts now include and show data up to 2064
New Features
Configurable Top N Selector for M&M Time Series Charts: We have now implemented a slider in the setting section of timeseries charts that lets users select the number of assets that appear in the chart by increasing/decreasing the number of assets combined in the 'Others' selectable field
Bauxite and Alumina Production charts have been released
March 2026
M&M Market/Scenario/Supply Chain Product Updates
New Features
Forecast - Base metals
Iron ore
Met coal
Lithium / Graphite
ALL COMMODITIES
Improvements
Enhanced the existing charts to have quick selectors
Enhanced the existing datagrids to allow for odc download for Lens Direct entitled users
Added year on year delta % and year on year delta [unit] change for applicable charts
In-grid filtering capabilities for all columns on the mine assays datagrids (will be rolled-out to all other datagrids through time)
Added Demand - Transformation - Material type & metric and Final Consumption - Sector detail in the the Search bar
Lens Direct
Forecast
Pushed February 26 STO data for Copper
Pushed new STO tables for Zinc galvanised sheet production, quarterly balance, quarterly consumption indicators, China trade and Nickel quarterly consumption, quarterly balance, quarterly stainless production - galvanised_sheet_production_quarterly__kt, stainless_steel_supply_quarterly__kt, zinc_consumption_indicators_quarterly among others…
Updated Simandou ship exports table - simandou_export_daily
Updated import/export and trade coal data
Supply chain
Pushed Q1 Concentrates data for Copper
M&M Asset Product Updates
Improvements
General improvements:
Performance and loading improvements have been undertaken in the Cost and Benchmark dashboards. Chart load times should be reduced going forward.
Coal Discovery:
The following charts have been released:
Ore Mined, Raw Production & Material Mined Charts have been released
We have now added the coal subtype global filter for Coal Discovery users:
Coal cost curve breakdowns: Coal discovery users can now see a cost breakdown option in the cost curve
New Features
Cost curve highlighting features are now available for Lithium and Coal Discovery users
Filter by current interest: users can now view charts/data by current interest only:
Lens M&M - Assets - Discovery - Bauxite & Alumina: We have released production bauxite/alumina charts for users
Bug Fixes
Fixed issue with resources dashboard data grids not loading for certain commodities
Fixed issues with chart tooltips were not updating if chart units were updated
Fixed issues related to cost and benchmark charts breaking when pro rata options were selected for y-axis options
February 2026
M&M Market/Scenario/Supply Chain Product Updates
Copper
Create the supply-demand global balance datagrid on the Summary dashboard
Pushed the January STO forecast
Supply Chain - Copper / Nickel / Zinc / Lead / Aluminium
ALL supply chain modules are ready for these 5 commodities
On the Flows dashboard all 5 commodities have each a allocation timeseries chart to visualise input and output at each asset type level, down to asset level, a sankey chart to see the flows for a specific year down to asset level, an asset flows map layer and a shared flows datagrid (odc downloadable)
Added the Zinc and Lead mine typical asset grade datagrids on the Assays dashboard
Added Domestic and Integrated flows filters in the From-To filter section, which filter down the data on all the widgets in the Flows dashboard
All commodities have access to the Risk dashboard with information on geographical entity governance risks
EVBSV
Added access to common map layers for EVBSC entitled users (Country borders onshore, Country border offshore, Indigenous land, Land use / Land cover, OSM Transmission lines, Railways, US country borders, US state borders) and fixed issues with existing EVBSC map layers
Improvements
Enhanced the existing charts to have quick selectors (among other enhancements, we also have added year on year % change unit on some demand charts for example - not done yet for Supply and Balances dashboard widgets)
Enhanced the existing datagrids to allow for odc download for Lens Direct entitled users (not done yet for Supply and Balances dashboard widgets)
Enhance the forecast dropdown values to handle the growing number of forecast and the different forecast types
Lens Direct
Forecast
Macroeconomics data has been pushed to Lens Direct and is accessible to all Forecast/Scenario/Supply Chain Lens Direct users, it includes IP, GDP, population and FX data points - https://lens-direct.woodmac.com/dataset/macroeconomics/all
Pushed January 26 STO data for Copper
Added the Global supply-demand balance pivoted table - metals_global_market_balance_pivoted
Pushed Copper smelter and refinery capacity data in supply tables
Added the Nickel sulphate in product by feed type table - nickel_sulphate_production_feed_type_annual__kt
Pushed Nickel, Lead and Zinc December 25 and January 26 STO data for existing annual frequency data
Pushed the metallurgical coal quarterly price table - coal_prices_quarterly__usd_t
Updated Simandou ship exports table - simandou_export_daily
Pushed Net Zero, Pledges (and Delayed energy transition for Li) 2025 scenario data for Graphite and Lithium in existing tables
Bug Fixes
Fixed issue happening with search bar values not appearing for some commodities
Fixed issue that was reporting some assets supply to be located in Somalia instead of Mali for several commodities (Aluminium, Steel, Coal…)
M&M Asset Product Updates
Global
Improvements
Added additional attributes to mining leases map layer including lease start/end date and lease name on tooltips
Coal
Coal Cost Curve now has a Coal market type settings dropdown so users can view coastal/landbourne etc curves
New Features
Multi-filter highlighting added to cost curves for country/company when grouping by mine for Copper/Lead/Zinc/Gold users
Bug Fixes
Resolved intermittent issues where some assets were missing from filter lists in the Production dashboard.
Resolved issue with Mining leases layer not loading.
Fixed issue with Copper Smelters and Refineries global filters causing certain dashboards to unnecessarily disappear.
Fixed issue where coal group by options were appearing in non-coal material mined charts
January 2026
M&M Market/Scenario/Supply Chain Product Updates
EVBSC
Created the Balances dashboard and charts for metals required for battery balance
Added Pie cluster map layer for Supply (Li-ion cell production and Na-ion cell production) and Demand (EV Sales)
Added filter boxes, search results and filter integration for the EVBSC charts and datagrids
Added a beta version for gigafactories map layer
Coal
Bulk / Noble alloys
Added the Balances datagrid
Supply Chain
Overall
Pushed Q4 LTO and Copper December STO forecasts
Improvements
Enhanced the Sankey charts to show only “top 10” values in each column to improve readability and for Trade to have Asset aggregation level showing up from the start without any filter required to make it easier to find
Added color coding in the Mine concentrate assays datagrid to show level above penalty thresholds for specific assay
Lens Direct
Forecast
Pushed Q4 LTO and Copper December STO forecasts
Added 2023 and 2024 trade flows data for Coal - coal_trade__mt
Pushed the Metallurgical coal country summary table - coal_country_summary_annual
Updated Simandou ship exports table - simandou_export_daily
Pushed the Noble and Bulk alloys balance datasets - alloys_market_balance_price_annual__kt & alloys_supply_vs_demand_annual__kt
Supply Chain
Pushed the Aluminium, Lead, Nickel, Zinc flows at asset level - metals_asset_flows_annual__kt
Pushed the Lead and Zinc mine assays data - metals_concentrate_assay
Bug Fixes
Fixed issue for Lead refinery production for which secondary was reported under primary production
Fixed issue for search bar not working for commodities with space in their name
M&M Asset Product Updates
Global Filters
Base Metals
Coal
Bug Fixes:
Fixed issue with certain key mine assets not appearing in the search bar or certain charts
Fixed issue where released material mined charts were not appearing in the production dashboard
Fixed issues surrounding gold charts loading with no data
Issue's surrounding incorrect reported inconsistencies with gold data due to troy ounce conversions have been resolved.
Fixed issue surrounding duplicate operation types appearing in the mines Operation type global filter drawer

































































