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Two-Road Estimates

How Many People Have Ever Lived to 2022? About 117B, Modeled

About 117 billion people were born through 2022, by a Population Reference Bureau model, and nobody counted them. Our rougher second road gets 58.5 billion since 10,000 BCE, and about 65 billion back to 190,000 BCE once we add a guessed prehistory. Those central figures land 2 times apart or less, and swapping in that model's birth rates closes more than half of that gap. Our test cases run from about 50 to about 117 billion.

Steps in this reading (6)
  1. Why isn't this number counted?
  2. Road 1: PRB's model
  3. Road 2: our model
  4. How far apart are the roads?
  5. What share is alive now?
  6. What about the years before 10,000 BCE?
  7. Check my math
Suppose:
every human birth since 190,000 BCE got one tally mark.
Hold fixed:
a 2022 cutoff, the 190,000 BCE start date, births rather than deaths.
Bar chart of births through 2022: Road 1 about 117 billion; Road 2 58.5 billion since 10,000 BCE, 65.1 with a guessed prehistory, tests 50 to 117

Open the chart full size

Two roads to one number, both through 2022. Road 1 is a published model. Road 2 is ours, shown without and then with a guessed prehistory, along with the range of our test cases.

"Two roads to the number of people ever born" by The What-If Observatory, https://whatifobservatory.com/estimates/how-many-people-have-ever-lived/, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)

Data: PRB 2022; OWID (HYDE 3.3, Gapminder v7, UN WPP 2024); upstream via Our World in Data not traced back

Each step below carries a Seeing mark, a term from astronomy, where restless air limits how sharp a view can get. Here it rates how much weight a step can bear, on a scale of clear, hazy or overcast, while the table at the end checks the arithmetic separately.

Why isn't this number counted?

Records cover almost none of the time. By the Population Reference Bureau's (PRB) account, more than 99 percent of human existence left no demographic data at all, which leaves every total resting on assumptions.

The series we could read tell the same story. The long-run population series at Our World in Data starts at 10,000 BCE, which covers 6.3 percent of the 192,022 years from PRB's start date through 2022, counting both end years. Its annual United Nations figures start in 1950, so they cover 73 years, or 0.04 percent of the span.

Two bars: the data series reach 10,000 BCE, 6.3 percent of the 192,022-year span; the UN annual series covers 73 years, 0.04 percent

Open the chart full size

How much of the span each series covers. The lower bar stretches the last 2,500 years, because the UN's 73 years would be too thin to see at full scale.

"How much of the span has a data series" by The What-If Observatory, https://whatifobservatory.com/estimates/how-many-people-have-ever-lived/, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)

Illustration: a figure paints one more stroke on a long wall of hand-painted marks that fade away into mistIllustration

Every human birth as one tally mark, a count nobody could finish. Not to scale.

Illustration: The What-If Observatory. Generated schematic illustration — not a photograph or historical record. © The What-If Observatory, all rights reserved.

Nobody can know the total, at least not as a tally. The only option is an estimate built from three inputs that PRB names: how long humans have been here, how many were alive in each period, and how many babies each 1,000 people had per year. Deaths never enter the sum, because everyone who died was first born.

Road 1: PRB's model

Step 1: the published figure. Toshiko Kaneda of PRB and Carl Haub, a former PRB demographer, put the total at about 117 billion births through 2022, in an article dated November 15, 2022. That total is PRB's, and this page reports it without rebuilding it. We use only their conclusion and the assumptions they state in words, and their period-by-period table stays on their page.

Where to begin is a choice in itself. PRB notes that the oldest hominins may date to 7 million BCE and the earliest members of the genus Homo to between 2 million and 1.5 million BCE, but it starts at 190,000 BCE, the date it gives for modern Homo sapiens. It begins with just two people. The authors concede that this is unlikely and only a simplification.

Between their population benchmarks, they assume constant growth. They set the birth rate at 80 per 1,000 people per year through 1 CE and 60 per 1,000 from then to 1750, with lower rates after that.

Bar chart: birth rates per 1,000 per year: PRB 80 through 1 CE and 60 to 1750; high rates today 35 to 45; UN 1950 our division 36.8

Open the chart full size

The birth rates in play. The top two bars are PRB's assumptions. The third is PRB's description of a high rate today. The fourth is our own division of two UN figures for 1950.

"Birth rates used by each road" by The What-If Observatory, https://whatifobservatory.com/estimates/how-many-people-have-ever-lived/, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)

Data: PRB 2022; OWID (UN WPP 2024); upstream via Our World in Data not traced back

Why 80? PRB reasons that for most of human history, people probably lived about 10 years on average from birth, and that a species living so briefly needs roughly that birth rate to survive. For comparison, it describes a high birth rate today as about 35 to 45.

The population figures are soft as well. PRB cites one estimate of 45 million people for the Roman Empire in 14 CE, then adds that other historians double it. It also warns which way its error may run: assuming steady growth rather than wild swings may understate the average population, so the method may undercount births. Seeing: hazy.

Road 2: our model

Our road uses different population figures and one flat birth rate, and it runs backward from the years with the firmest numbers.

Step 2: add the UN's births. Our World in Data carries annual world births from the UN's World Population Prospects 2024, and as of November 2026 those 73 values from 1950 to 2022 add up to 9.3 billion. The cutoff matters little, since the 132 million births of 2022 equal only about 0.11 percent of 117 billion. Seeing: hazy, because these estimates reach us through Our World in Data, and we did not trace them back to the UN.

Step 3: pick a rate and carry it back. For 1950, the UN figures at Our World in Data give 91.8 million births and 2.49 billion people, or 36.8 births per 1,000, and we hold that rate flat for every earlier year.

If a population holds steady for generations, with its birth and death rates unchanged, 1,000 divided by that rate gives an average life of about 27 years, while PRB's 80 means 12.5. Seeing: hazy, because the flat rate is our assumption and it moves the result a lot.

Step 4: 1800 to 1949. Our World in Data takes this stretch from Gapminder, which has 983 million people in 1800 and 1.63 billion in 1900. With steady growth between those two figures, the average is 1.28 billion, and that average times the rate times 100 years gives 4.7 billion births for the century. Adding the years from 1900 to 1949, which end at the UN figure for 1950, brings the block to 8.4 billion. Seeing: hazy.

Step 5: 1 CE to 1799. The population here comes from HYDE, a historical database, through Our World in Data. It has 232 million people at its entry for year 0, where PRB has 300 million for 1 CE. This stretch ends at Gapminder's figure for 1800, and the same sum gives 25.2 billion. Seeing: hazy.

Step 6: 10,000 BCE to 1 CE. HYDE starts this stretch with 4.5 million people, and the same sum gives 15.6 billion. Seeing: hazy.

Steps 4 to 6 use ten population figures, listed in the CSV, and we did not trace them back to HYDE, Gapminder or the UN. Running the same sum through all 188 figures the series lists up to 1950 gives a Road 2 of 57.4 billion, so that choice moves the total by less than 2 percent.

Between two population figures, neither road can see a plague or a famine, because steady growth smooths such events away. PRB points to the Black Death and to a plague in the sixth century as reasons why large swings make any estimate of this kind harder.

Bar chart: Road 2 births: 9.3 billion 1950 to 2022, 8.4 from 1800, 25.2 from 1 CE, 15.6 from 10,000 BCE; sum 58.5 billion

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Road 2 in four blocks. Only the first adds up annual birth estimates. The other three multiply population figures by the 1950 birth rate, and two of them end at the next series' first figure.

"Road 2 births by block" by The What-If Observatory, https://whatifobservatory.com/estimates/how-many-people-have-ever-lived/, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)

Data: OWID (HYDE 3.3, Gapminder v7, UN WPP 2024); upstream via Our World in Data not traced back

Step 3 is the soft spot, so here is the sum again with only that rate changed.

Flat rate before 1950, per 1,000Births since 10,000 BCERoad 1 is this many times higher
3049.4 billion2.37
36.858.5 billion2.00
5076.1 billion1.54
6089.4 billion1.31
80116.1 billion1.01

The last row is not PRB's model. It applies 80 all the way to 1950 and leaves out everything before 10,000 BCE, so its closeness to 117 billion is a coincidence of the sum.

How far apart are the roads?

Step 7: the gap. Road 2 reaches 58.5 billion, so Road 1 is 2.00 times higher, even though Road 2 skips the first 180,000 years. Adding births from those years narrows the gap at first. To push Road 2 three times above Road 1, the world would need a flat 44 million people for all 180,000 years, about 10 times the HYDE figure for 10,000 BCE.

So we claim two-road agreement, our name for two estimates within 3 times of each other, with main inputs from different sources. Seeing: hazy.

That label shows that the roads are consistent, not that they are right. Both assume steady growth between population figures, both multiply by an assumed birth rate, and both lean on the UN after 1950, in different revisions. PRB says its early figures average ranges from the UN and other sources, and we could not trace whether HYDE draws on the same older estimates.

Line chart: Road 2 through 2022 climbs from 49.4 billion at a rate of 30 to 116.1 at 80, above the 39 billion floor and below Road 1's 117

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Road 2, counted through 2022, stays inside 3 times of Road 1 at every rate we tested, even with no births before 10,000 BCE. The line is straight because births before 1950 scale with the rate.

"Road 2 as the flat birth rate changes" by The What-If Observatory, https://whatifobservatory.com/estimates/how-many-people-have-ever-lived/, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)

Data: PRB 2022; OWID (HYDE 3.3, Gapminder v7, UN WPP 2024); upstream via Our World in Data not traced back

Step 8: what causes the gap? Keep our population figures and swap in PRB's rates, using 80 before 1 CE and 60 up to 1800, though PRB stops using 60 at 1750. Road 2 rises from 58.5 to 92.6 billion, which closes 58 percent of the gap, and the rest would have to come from PRB's extra 180,000 years, its different population figures and its own later rates. Seeing: hazy.

On this one swap, the biggest piece of the gap is how often people gave birth, in eras with no birth records.

Other pages run into related trouble. On the Fermi paradox, our two roads land at least 3.3 times apart and earn no such label. The Great Pyramid's block count raises a different problem, a famous number that may be a division. Malthus's ratio is another sum built on steady growth.

What share is alive now?

Step 9: do the living outnumber the dead? No, on either road.

PRB counts 7.963 billion people alive in mid-2022, which is 6.8 percent of about 117 billion, or nearly 7 percent in its own words. That leaves about 13.7 people who have died for each person alive.

Road 2 gives a ceiling instead. The UN figure for 2022 at Our World in Data, as of November 2026, is 8.02 billion, which would be at most 13.7 percent of births since 10,000 BCE, or at least about 6.3 people who have died for each person alive. Any births before 10,000 BCE would lower that share. Seeing: hazy.

Two proportion bars: alive in 2022 is 6.8 percent of about 117 billion on Road 1, and at most 13.7 percent of 58.5 billion on Road 2

Open the chart full size

Those alive in 2022 as a share of births. The second bar is a ceiling, because it counts births only since 10,000 BCE.

"Share of those ever born who were alive in 2022" by The What-If Observatory, https://whatifobservatory.com/estimates/how-many-people-have-ever-lived/, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)

Data: PRB 2022; OWID (HYDE 3.3, Gapminder v7, UN WPP 2024); upstream via Our World in Data not traced back

What about the years before 10,000 BCE?

Step 10: the earliest 180,000 years. No series we could read reaches them. From here on, we are guessing.

We put in a placeholder: a flat 1 million people at 36.8 births per 1,000, which gives 6.6 billion births. Road 2 becomes 65.1 billion, and Road 1 is 1.80 times higher. Seeing: overcast.

Swapping that placeholder for 100,000 people or 4.5 million moves Road 2 between 59.2 and 88.3 billion. With the rate at 30 or 50 as well, the extremes are about 50 and about 117 billion. Those are test values we chose, not limits on the true number.

PRB is in the same position. It calls the period from 190,000 BCE to 1 CE key to its estimate and says that little is known about population then, so its 117 billion also includes these years.

Step chain through 2022: steps 1 to 9 hazy, from about 117 billion to the 58.5 billion road; the dotted line falls before step 10, a 6.6 billion guess

Open the chart full size

The chain behind this page, through 2022. Steps 1 to 9 rest on a published model, named population series and one stated rate. Step 10 sits past the dotted line.

"How many people have ever lived: chain of steps" by The What-If Observatory, https://whatifobservatory.com/estimates/how-many-people-have-ever-lived/, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)

Data: OWID (HYDE 3.3, Gapminder v7, UN WPP 2024); upstream via Our World in Data not traced back

The dotted line falls after step 9. Up to there, each number has a named source or a stated assumption, and our sums were rerun. Before 10,000 BCE, neither the head count nor the birth rate has a series behind it on either road.

Check my math:

StepInputValueUnitSource no.SourceRecomputedSeeing
1Births since 190000 BCE, Road 1117billion births1primarynohazy
2World births 1950 to 2022 added9.3billion births3secondaryyeshazy
2World births in 2022132,475,390births3secondarynohazy
2Births of 2022 as a share of 117 billion0.11percent1, 3site assumptionyeshazy
3World births in 195091,823,940births3secondarynohazy
3World population in 19502,493,092,852people2secondarynohazy
3Birth rate in 1950, carried back36.8births per 1000 per year2, 3site assumptionyeshazy
4Births 1800 to 1900, worked example4.7billion births2, 3, 4site assumptionyeshazy
4Births 1800 to 1949, Road 28.4billion births2, 3, 4site assumptionyeshazy
5Births 1 CE to 1799, Road 225.2billion births2, 3, 4site assumptionyeshazy
6Births 10000 BCE to 1 CE, Road 215.6billion births2, 3, 4site assumptionyeshazy
7Road 2 births 10000 BCE to 202258.5billion births2, 3, 4site assumptionyeshazy
7Gap, with Road 2 stopping at 10000 BCE2.00times1, 2, 3site assumptionyeshazy
7Population before 10000 BCE at the 3-times limit44million people1, 2, 3site assumptionyeshazy
7Road 2 using every population figure through 195057.4billion births2, 3, 4site assumptionyeshazy
8Road 2 with PRB rates through 180092.6billion births1, 2, 3, 4site assumptionyeshazy
9Share alive, Road 16.8percent1primaryyeshazy
9World population in 20228,021,407,196people2secondarynohazy
9Share alive ceiling, Road 213.7percent2, 3site assumptionyeshazy
10Flat population before 10000 BCE1million people4site assumptionnoovercast
10Births 190000 to 10000 BCE, Road 26.6billion births2, 3site assumptionyesovercast
10Road 2 total, 190000 BCE to 202265.1billion births2, 3site assumptionyesovercast
10Gap, full span1.80times1, 2, 3site assumptionyesovercast
10Road 2 low test49.9billion births2, 3site assumptionyesovercast
10Road 2 high test116.6billion births2, 3site assumptionyesovercast

Download how-many-people-check-my-math.csv (where its values come from) Data: OWID (HYDE 3.3, Gapminder v7, UN WPP 2024); upstream via Our World in Data not traced back

Download how-many-people-road2.csv (where its values come from) Data: OWID (HYDE 3.3, Gapminder v7, UN WPP 2024); upstream via Our World in Data not traced back

One number changed, the flat population before 10,000 BCE, with the birth rate at 36.8:

Flat population, 190,000 to 10,000 BCEBirths in that blockRoad 2 totalRoad 1 is this many times higher
0.1 million0.7 billion59.2 billion1.98
0.5 million3.3 billion61.8 billion1.89
1.0 million6.6 billion65.1 billion1.80
2.0 million13.3 billion71.8 billion1.63
4.5 million29.8 billion88.3 billion1.32

Births in each block equal the rate × the average population × the years, where the average is the difference between the two population figures divided by the natural log of their ratio. That is the steady-growth average. The sums carry the 1950 rate unrounded, 36.83 to two decimals, so typing in 36.8 gives 58.4 rather than 58.5.

Units were checked, and the computed numbers in the text were compared with the CSV. Figures reported from PRB's article, such as its two early birth rates, stay in the text and are not in the CSV.

Next question:

Sources

  1. Toshiko Kaneda, Carl Haub. “How Many People Have Ever Lived on Earth?” Population Reference Bureau, November 15, 2022. Original Read: full article; conclusions and stated assumptions used, period table not reproduced.
  2. Our World in Data. “Population” (long-run data). Upstream: HYDE 3.3 (10,000 BCE to 1799), Gapminder v7 (1800 to 1949), UN World Population Prospects 2024 (1950 onward). Original Read: single values via Our World in Data: world figures for the years each page lists, United States and United Kingdom for a few years; all listed world years through 1950 summed as a check, not reproduced.
  3. Our World in Data. “Number of births, by world region.” Upstream: UN World Population Prospects 2024. Original Read: single value via Our World in Data: world births per year, 1950 to 2022, summed and not reproduced.
  4. Edouard Mathieu, Lucas Rodés-Guirao. “What are the sources for Our World in Data's population estimates?” Our World in Data, 2022, revised August 2024. Original Read: full article. Text license: CC BY.
  5. European Southern Observatory. “Adaptive Optics.” Original Read: full page. Text license: CC BY 4.0.

Cite this page

The What-If Observatory. "How Many People Have Ever Lived to 2022? About 117B, Modeled." Published 2026-11-09. https://whatifobservatory.com/estimates/how-many-people-have-ever-lived/. Add the date you read it.

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