The AGI Scale

A scale for the species

The AGI Scale

Like Richter for quakes, or Kardashev for energy: a civilization is typed by the calculation it can hold. The zero of this scale is not a laboratory. It is humanity’s entire pile of thought — every AI chip Earth has plugged in — as of September 2026.

The unit is installed AI compute, the physical stock that is on and usable, not a test score and not a job title. Type zero is the species as it stands now: a convention called C0. Each integer step is ten times that human pile, the same logarithmic move as Kardashev’s energy types. After AGI-4, this scale and the Kardashev energy scale become the same object: a planet, then a star, spent as thought.

Fig. 1 — the human pile

Humanity stands at the bottom. Each badge on the rail is how much the species’ pile must grow. Click a type: a dispatch opens — one civilizational line for that rung. Follow compute and power up: Earth’s stock becomes a planet, then a star.

Humanity’s first three climbs are ×10. Then ×1,000 to a planet’s energy. Then ×10 billion to a star. All power in watts at 2026 chip efficiency. Dates, if the 2022–26 slope survives the grid: AGI-1 late 2028 · AGI-2 ~2031 · AGI-3 ~2033–34.

Key

Selected type

AGI-0 G = 0
Multiple of now
Compute
6×1022 FLOP/s
Power (W, 2026 efficiency)
~3×1010 W

What the species has plugged in, Sept 2026.

Fig. 2 The six types

Type G Multiple of now Compute Power (W, 2026 efficiency) Meaning
AGI-0 0 6×1022 FLOP/s ~3×1010 W What humanity has plugged in, Sept 2026
AGI-1 1 10× 6×1023 FLOP/s ~3×1011 W A large nation’s entire grid, spent on thought
AGI-2 2 100× 6×1024 FLOP/s ~3×1012 W All electricity humanity generates today, spent on thought
AGI-3 3 1,000× 6×1025 FLOP/s ~3×1013 W Industrial civilization rebuilt around compute
AGI-4 6 1,000,000× 6×1028 FLOP/s ~3×1016 W Kardashev Type I: a planet’s energy budget as cognition
AGI-5 16 1016× 6×1038 FLOP/s ~3×1026 W Kardashev Type II: a star as a computer

Note How to read this

  1. Stock, not a demo. C is installed usable AI compute.
  2. One model is not a type. Astra, or any one model, is a program inside AGI-0.
  3. Efficiency is a footnote. If chips get more FLOP/J, the same watts buy a higher G; the unit does not change.
  4. Dates assume the current doubling. At a ~7-month doubling, G rises ~0.43/year: AGI-1 ~late 2028, AGI-2 ~2031, AGI-3 ~2033–34, if the 2022–26 slope survives the grid.

Def. How the type is written

Every real scale needs a zero and a unit. This one is a logarithm, because civilizations do not grow by addition — they grow by decades. G counts how many decades of the human pile have been assembled. C is the installed thought of the civilization being graded. C0 is us, in September 2026, before the grid, the planet, and the star.

 = log10(  /  )

C0 = 3×107 H100-equivalents ≈ 6×1022 FLOP/s (FP8, Epoch-style H100e) ≈ 3×1010 W chip load / ~4×1010 W at the meter.

Reference epoch: September 2026. C0 is a stated convention for the human pile, not a sacred constant. Update C0 when the stock is remeasured. Power throughout is watts at 2026 efficiency.

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