Commodity Origins

Do prices fall as the world digs up more?

Mostly the record shows no clear link. Across 17 minerals, real price is lower with more cumulative output (by more than 2% per doubling) for 9 (vanadium, potash, rare earths, lead, tungsten, fluorspar, graphite, cobalt, zinc) and higher for 5 (phosphate rock, tin, silver, manganese, gold), and the relationship explains at least a fifth of the variation in price for only 3 (potash, manganese, gold).

In some industries cost falls each time cumulative output doubles, an idea known as an experience curve. This tests whether a mineral's price did that. For each mineral it takes every year with both a real price (USGS unit values in constant 1998 dollars) and a cumulative world output (summed from the start of the production record), and fits a straight line through the logarithms. The slope is reported as the change in real price associated with each doubling of cumulative output. It describes how two trending series moved together; it is a correlation, not a cause, it ignores output before the record began, and mining prices also move with demand, ore grade, energy costs and policy. Click a heading to sort.

Change in real price per doubling of cumulative output, with fit, years used and where the production record starts
MineralPrice change per doublingFit (R²)Years usedOutput record starts
Vanadium
1970–2022
−13.0%0.11531960
Potash
1929–2022
−10.0%0.21941919
Rare earths
1922–2020
−8.8%0.02991900
Lead
1955–2021
−7.2%0.06671945
Tungsten
1915–2019
−4.8%0.031051905
Fluorspar
1923–2006
−3.9%0.07841913
Graphite
1910–2022
−3.9%0.011131900
Cobalt
1911–2021
−2.5%0.021111901
Zinc
1910–2022
−2.1%0.021131900
Copper
1910–2020
−1.9%0.011111900
Molybdenum
1912–2022
−0.8%0.001111900
Nickel
1910–2019
+0.7%0.001101900
Phosphate rock
1910–2022
+4.0%0.101131900
Tin
1915–2021
+7.3%0.041071905
Silver
1910–2021
+12.1%0.071121900
Manganese
1910–2022
+12.7%0.361131900
Gold
1910–2022
+29.1%0.351131900

Prices: USGS Data Series 140 unit values, constant 1998 US dollars (a century of real prices). Output: world production from Data Series 140 and the Mineral Commodity Summaries, as on how much is left. ln(real price) regressed on ln(cumulative world output since the start of the production record), from ten years into the record. Minerals need at least 30 years with both series. A low R² means the line explains little of the movement in price; where it is near zero the slope should not be read as a trend.

Each mineral's scatter

One point per year, both axes on a log scale, with the fitted line.

Vanadium

Vanadium: real price against cumulative world output, 1970 to 2022Scatter of 53 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 13.0% in real price for each doubling of cumulative output; R squared is 0.11.5.0k6.0k7.0k8.0k9.0k10k20k30k40k50k60k1.0e+22.0e+23.0e+24.0e+25.0e+26.0e+27.0e+28.0e+29.0e+21.0k2.0kreal price, 1998 US dollars per tonne (log scale)cumulative world output since 1960, tonnes (log scale)19702022
Vanadium: −13.0% in real price per doubling of cumulative output, R² 0.11, 53 years (1970–2022).

Potash

Potash: real price against cumulative world output, 1929 to 2022Scatter of 94 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 10.0% in real price for each doubling of cumulative output; R squared is 0.21.901.0e+22.0e+23.0e+24.0e+25.0e+26.0e+27.0e+28.0e+29.0e+220304050607080901.0e+22.0e+23.0e+24.0e+25.0e+26.0e+27.0e+28.0e+29.0e+21.0kreal price, 1998 US dollars per tonne (log scale)cumulative world output since 1919, tonnes (log scale)19292022
Potash: −10.0% in real price per doubling of cumulative output, R² 0.21, 94 years (1929–2022).

Rare earths

Rare earths: real price against cumulative world output, 1922 to 2020Scatter of 99 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 8.8% in real price for each doubling of cumulative output; R squared is 0.02.304050607080901.0e+22.0e+23.0e+24.0e+25.0e+26.0e+27.0e+28.0e+29.0e+21.0k2.0k3.0k4.0k5.0k6.0k7.0k8.0k9.0k10k20k30k40k50k60k70k80k90k1.0e+2k0.0500.0600.0700.0800.0900.100.200.300.400.500.600.700.800.901.02.03.04.0real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19222020
Rare earths: −8.8% in real price per doubling of cumulative output, R² 0.02, 99 years (1922–2020).

Lead

Lead: real price against cumulative world output, 1955 to 2021Scatter of 67 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 7.2% in real price for each doubling of cumulative output; R squared is 0.06.6.0e+27.0e+28.0e+29.0e+21.0k2.0k20304050607080901.0e+22.0e+2real price, 1998 US dollars per tonne (log scale)cumulative world output since 1945, tonnes (log scale)19552021
Lead: −7.2% in real price per doubling of cumulative output, R² 0.06, 67 years (1955–2021).

Tungsten

Tungsten: real price against cumulative world output, 1915 to 2019Scatter of 105 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 4.8% in real price for each doubling of cumulative output; R squared is 0.03.6.0k7.0k8.0k9.0k10k20k30k40k50k60k70k80k4050607080901.0e+22.0e+23.0e+24.0e+25.0e+26.0e+27.0e+28.0e+29.0e+21.0k2.0k3.0kreal price, 1998 US dollars per tonne (log scale)cumulative world output since 1905, tonnes (log scale)19152019
Tungsten: −4.8% in real price per doubling of cumulative output, R² 0.03, 105 years (1915–2019).

Fluorspar

Fluorspar: real price against cumulative world output, 1923 to 2006Scatter of 84 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 3.9% in real price for each doubling of cumulative output; R squared is 0.07.1.0e+22.0e+23.0e+23.04.05.06.07.08.09.01020304050607080901.0e+22.0e+2real price, 1998 US dollars per tonne (log scale)cumulative world output since 1913, tonnes (log scale)19232006
Fluorspar: −3.9% in real price per doubling of cumulative output, R² 0.07, 84 years (1923–2006).

Graphite

Graphite: real price against cumulative world output, 1910 to 2022Scatter of 113 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 3.9% in real price for each doubling of cumulative output; R squared is 0.01.2.0e+23.0e+24.0e+25.0e+26.0e+27.0e+28.0e+29.0e+21.0k2.0k3.0k1.02.03.04.05.06.07.08.09.01020304050real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19102022
Graphite: −3.9% in real price per doubling of cumulative output, R² 0.01, 113 years (1910–2022).

Cobalt

Cobalt: real price against cumulative world output, 1911 to 2021Scatter of 111 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 2.5% in real price for each doubling of cumulative output; R squared is 0.02.5.0k6.0k7.0k8.0k9.0k10k20k30k40k50k60k70k80k90k1.0e+2k0.00900.0100.0200.0300.0400.0500.0600.0700.0800.0900.100.200.300.400.500.600.700.800.901.02.03.0real price, 1998 US dollars per tonne (log scale)cumulative world output since 1901, tonnes (log scale)19112021
Cobalt: −2.5% in real price per doubling of cumulative output, R² 0.02, 111 years (1911–2021).

Zinc

Zinc: real price against cumulative world output, 1910 to 2022Scatter of 113 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 2.1% in real price for each doubling of cumulative output; R squared is 0.02.7.0e+28.0e+29.0e+21.0k2.0k3.0k4.0k5.0k8.09.01020304050607080901.0e+22.0e+23.0e+24.0e+25.0e+2real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19102022
Zinc: −2.1% in real price per doubling of cumulative output, R² 0.02, 113 years (1910–2022).

Copper

Copper: real price against cumulative world output, 1910 to 2020Scatter of 111 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 1.9% in real price for each doubling of cumulative output; R squared is 0.01.2.0k3.0k4.0k5.0k6.0k7.0k8.0k9.0k10k8.09.01020304050607080901.0e+22.0e+23.0e+24.0e+25.0e+26.0e+27.0e+2real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19102020
Copper: −1.9% in real price per doubling of cumulative output, R² 0.01, 111 years (1910–2020).

Molybdenum

Molybdenum: real price against cumulative world output, 1912 to 2022Scatter of 111 years on log scales, one point per year, with a fitted line. The fitted line implies a fall of 0.8% in real price for each doubling of cumulative output; R squared is 0.00.5.0k6.0k7.0k8.0k9.0k10k20k30k40k50k60k70k80k90k1.0e+2k0.00200.00300.00400.00500.00600.00700.00800.00900.0100.0200.0300.0400.0500.0600.0700.0800.0900.100.200.300.400.500.600.700.800.901.02.03.04.05.06.07.08.09.0real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19122022
Molybdenum: −0.8% in real price per doubling of cumulative output, R² 0.00, 111 years (1912–2022).

Nickel

Nickel: real price against cumulative world output, 1910 to 2019Scatter of 110 years on log scales, one point per year, with a fitted line. The fitted line implies a rise of 0.7% in real price for each doubling of cumulative output; R squared is 0.00.4.0k5.0k6.0k7.0k8.0k9.0k10k20k30k0.200.300.400.500.600.700.800.901.02.03.04.05.06.07.08.09.010203040506070real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19102019
Nickel: +0.7% in real price per doubling of cumulative output, R² 0.00, 110 years (1910–2019).

Phosphate rock

Phosphate rock: real price against cumulative world output, 1910 to 2022Scatter of 113 years on log scales, one point per year, with a fitted line. The fitted line implies a rise of 4.0% in real price for each doubling of cumulative output; R squared is 0.10.20304050607080901.0e+20.0500.0600.0700.0800.0900.100.200.300.400.500.600.700.800.901.02.03.04.05.06.07.08.09.0real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19102022
Phosphate rock: +4.0% in real price per doubling of cumulative output, R² 0.10, 113 years (1910–2022).

Tin

Tin: real price against cumulative world output, 1915 to 2021Scatter of 107 years on log scales, one point per year, with a fitted line. The fitted line implies a rise of 7.3% in real price for each doubling of cumulative output; R squared is 0.04.5.0k6.0k7.0k8.0k9.0k10k20k30k40k2.03.04.05.06.07.08.09.01020real price, 1998 US dollars per tonne (log scale)cumulative world output since 1905, tonnes (log scale)19152021
Tin: +7.3% in real price per doubling of cumulative output, R² 0.04, 107 years (1915–2021).

Silver

Silver: real price against cumulative world output, 1910 to 2021Scatter of 112 years on log scales, one point per year, with a fitted line. The fitted line implies a rise of 12.1% in real price for each doubling of cumulative output; R squared is 0.07.90k1.0e+2k2.0e+2k3.0e+2k4.0e+2k5.0e+2k6.0e+2k7.0e+2k8.0e+2k9.0e+2k1.0M7080901.0e+22.0e+23.0e+24.0e+25.0e+26.0e+27.0e+28.0e+29.0e+21.0kreal price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19102021
Silver: +12.1% in real price per doubling of cumulative output, R² 0.07, 112 years (1910–2021).

Manganese

Manganese: real price against cumulative world output, 1910 to 2022Scatter of 113 years on log scales, one point per year, with a fitted line. The fitted line implies a rise of 12.7% in real price for each doubling of cumulative output; R squared is 0.36.2.0e+23.0e+24.0e+25.0e+26.0e+27.0e+28.0e+29.0e+21.0k2.0k8.09.01020304050607080901.0e+22.0e+23.0e+24.0e+25.0e+26.0e+27.0e+2real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19102022
Manganese: +12.7% in real price per doubling of cumulative output, R² 0.36, 113 years (1910–2022).

Gold

Gold: real price against cumulative world output, 1910 to 2022Scatter of 113 years on log scales, one point per year, with a fitted line. The fitted line implies a rise of 29.1% in real price for each doubling of cumulative output; R squared is 0.35.5.0M6.0M7.0M8.0M9.0M10M20M30M40M7.08.09.01020304050607080901.0e+2real price, 1998 US dollars per tonne (log scale)cumulative world output since 1900, tonnes (log scale)19102022
Gold: +29.1% in real price per doubling of cumulative output, R² 0.35, 113 years (1910–2022).

More patterns

Every figure is computed from the same tables as the commodity pages. The full set is in patterns.json, and single facts from it appear each day on the facts page.