Civilizational telemetry · v0.1

Who is actually
climbing us up the
Kardashev scale?

Earth sits at K ≈ 0.73 — roughly 19 TW of harnessed power. Type I needs ~500× more. This index scores companies on one thing: how much they bend a civilizational cost curve, times the scale they do it at. Not vibes — a live formula you can trace and tune.

1.00 · Type I
0.73 · now
~500× power gap to close
Energy$/wattIntelligence$/FLOP · $/tokenFrontier$/kg-to-orbitAtoms$/unit producedBio$/healthy-year
20
companies scored
52
median KA score
Intelligence
most-represented pillar
≈500×
power gap to Type I
01

The leaderboard

Twenty companies, scored across five pillars with current 2026 data — launch $/kg, fusion milestones, GPU cost-per-generation, sequencing curves. Tap any row for its radar, the note, and the full formula trace.

sort
EIFAB
E
10
I
25
F
98
A
60
B
0

Only credible path to full launch reuse. Single-use Starship already ~$820–980/kg; sub-$200/kg target redraws the frontier curve. Near-unique → highest counterfactual.

weighted Σwᵢ·Pᵢ34.2
peak pillar98
base62.9
counterfactual ×1.20
drag −2
KA score73
full page ↗
EIFAB
E
0
I
92
F
5
A
65
B
0

Every frontier chip on Earth depends on it. The most advanced manufacturing humanity has. An effectively irreplaceable single point — counterfactual maxed.

weighted Σwᵢ·Pᵢ38.1
peak pillar92
base62.4
counterfactual ×1.20
drag −2
KA score73
full page ↗
EIFAB
E
95
I
5
F
0
A
20
B
0

SPARC ~75% built, Q>1 net-gain targeted 2027. If it lands, it's the Kitty Hawk of energy. High variance / pre-revenue — score reflects potential, not delivery.

weighted Σwᵢ·Pᵢ33.0
peak pillar95
base60.9
counterfactual ×1.20
drag −1
KA score72
full page ↗
EIFAB
E
0
I
98
F
0
A
30
B
5

Defines the compute curve — Rubin claims ~10× lower inference cost per generation, ~80% datacenter GPU share. Mild drag from allocation gatekeeping and pricing power.

weighted Σwᵢ·Pᵢ34.4
peak pillar98
base63.0
counterfactual ×1.15
drag −4
KA score68
full page ↗
EIFAB
E
88
I
5
F
0
A
18
B
0

Hit 150M°C with D-T fuel in Polaris (Feb 2026); Microsoft PPA signed. Direct-electricity approach. Pre-revenue, high uniqueness.

weighted Σwᵢ·Pᵢ30.6
peak pillar88
base56.4
counterfactual ×1.20
drag −1
KA score67
full page ↗
EIFAB
E
70
I
40
F
0
A
85
B
0

Rare three-pillar play: grid-scale storage (Megapack), Optimus + FSD automation, Dojo compute. Scaled the EV/storage curve more than invented it.

weighted Σwᵢ·Pᵢ45.8
peak pillar85
base63.4
counterfactual ×1.05
drag −5
KA score62
full page ↗
EIFAB
E
10
I
90
F
5
A
25
B
40

Gemini at the frontier; AlphaFold rewrote structural biology's cost curve. Drag from big-co inertia and an ad business that isn't accelerationist.

weighted Σwᵢ·Pᵢ38.5
peak pillar90
base61.7
counterfactual ×1.05
drag −6
KA score59
full page ↗
EIFAB
E
0
I
90
F
0
A
20
B
10

Frontier models, but high substitutability — several labs at the same frontier means low counterfactual. Drag from closed posture and moat-seeking.

weighted Σwᵢ·Pᵢ31.0
peak pillar90
base57.5
counterfactual ×1.00
drag −5
KA score53
full page ↗
EIFAB
E
0
I
88
F
0
A
18
B
12

Frontier models with a safety-weighted posture. Same substitutability discount as peers; lower drag. (Scored neutrally — this index is built by Claude.)

weighted Σwᵢ·Pᵢ30.3
peak pillar88
base56.3
counterfactual ×1.00
drag −3
KA score53
full page ↗
EIFAB
E
0
I
35
F
0
A
82
B
0

General-purpose humanoid = a labor multiplier across all of Atoms. Several humanoid players now (Tesla, 1X, Unitree) so not unique. Unproven at scale.

weighted Σwᵢ·Pᵢ22.8
peak pillar82
base49.4
counterfactual ×1.10
drag −2
KA score52
full page ↗
EIFAB
E
80
I
0
F
0
A
30
B
0

Natrium sodium fast reactor + integrated storage. Fission is proven physics; multiple SMR competitors temper the counterfactual.

weighted Σwᵢ·Pᵢ28.5
peak pillar80
base51.7
counterfactual ×1.05
drag −3
KA score51
full page ↗
EIFAB
E
0
I
72
F
0
A
35
B
0

Wafer-scale compute bending the inference curve from a different angle than NVIDIA. Smaller scale, more substitutable.

weighted Σwᵢ·Pᵢ26.8
peak pillar72
base47.2
counterfactual ×0.95
drag −2
KA score43
full page ↗
EIFAB
E
0
I
20
F
0
A
30
B
78

Drove $/genome down faster than Moore's law for two decades. Drag from historical near-monopoly pricing; newer rivals now bend the curve harder.

weighted Σwᵢ·Pᵢ18.3
peak pillar78
base45.2
counterfactual ×1.00
drag −5
KA score40
full page ↗
EIFAB
E
62
I
0
F
0
A
25
B
0

Iron-air long-duration storage — the missing piece that turns intermittent renewables into baseload. Storage is the quiet enabler of the energy curve.

weighted Σwᵢ·Pᵢ22.3
peak pillar62
base40.2
counterfactual ×1.05
drag −2
KA score40
full page ↗
EIFAB
E
0
I
10
F
70
A
40
B
0

Neutron reusable + high Electron cadence + Varda manufacturing partner. Real frontier work, but in SpaceX's shadow on the cost curve.

weighted Σwᵢ·Pᵢ19.5
peak pillar70
base42.2
counterfactual ×0.95
drag −1
KA score39
full page ↗
EIFAB
E
0
I
25
F
0
A
70
B
0

Robotics pioneer (Atlas), but slow commercialization keeps realized acceleration below the technical frontier.

weighted Σwᵢ·Pᵢ18.0
peak pillar70
base41.4
counterfactual ×0.95
drag −3
KA score36
full page ↗
EIFAB
E
0
I
25
F
0
A
30
B
65

mRNA as a programmable-biology platform — design-to-candidate in weeks. Broad therapeutic surface well beyond vaccines.

weighted Σwᵢ·Pᵢ18.5
peak pillar65
base39.4
counterfactual ×1.00
drag −3
KA score36
full page ↗
EIFAB
E
58
I
0
F
0
A
35
B
0

Huge US-based CdTe solar manufacturing, but solar is commoditized and China-dominated — First Solar rides the curve more than bends it.

weighted Σwᵢ·Pᵢ22.6
peak pillar58
base38.6
counterfactual ×0.90
drag −2
KA score33
full page ↗
EIFAB
E
0
I
20
F
0
A
0
B
55

Cellular reprogramming for longevity — extends the productive human substrate. Frontier, few serious players, entirely pre-revenue.

weighted Σwᵢ·Pᵢ11.5
peak pillar55
base31.1
counterfactual ×1.10
drag −2
KA score32
full page ↗
EIFAB
E
0
I
20
F
0
A
25
B
58

Synbio cell-programming platform. Strong primitive, weak commercial execution and SPAC overhang create drag.

weighted Σwᵢ·Pᵢ15.6
peak pillar58
base34.7
counterfactual ×0.95
drag −4
KA score29
full page ↗
02

Score any company

The whole point of an index is that the judgment is transparent. Load a company, drag the pillars, the counterfactual and the drag — watch its KA score and its rank against the field recompute live. This is the formula, running.

10
25
98
60
0
1.20
2
73
KA score
rank #1 / 20
= real rank
EIFAB
03

The rubric

Acceleration is a derivative. A company riding a cost curve scores low; one bending its slope downward at scale scores high. Energy and Intelligence carry the most weight — both are master multipliers on everything else.

The formula

weighted = Σ wᵢ · Pᵢ
base = 0.55·weighted + 0.45·peak
KA = base × counterfactual − drag

The peak term rewards specialists who max one curve at order-of-magnitude scale, so a pure fusion or frontier bet isn't buried under a broad-but-shallow conglomerate.

Pillar weights

Energy
$/watt
w 0.30
Intelligence
$/FLOP · $/token
w 0.30
Frontier
$/kg-to-orbit
w 0.15
Atoms
$/unit produced
w 0.15
Bio
$/healthy-year
w 0.10

Per-pillar bands

80–100Defines the curveorder-of-magnitude impact; sets the global pace
60–79Bends the curvescaled deployment measurably moving the trend
40–59Meaningfulreal impact, moving roughly at market pace
20–39Incrementalfollows the curve, doesn't change its slope
0–19Tangentiallittle or no contribution to this axis

The two modifiers

Counterfactual ×0.85–1.20
Would this happen anyway without them? A sole net-gain fusion lab scores high; the 50th solar installer scores low.

Drag −0 to −15
Net acceleration, not gross. Rent-seeking, moat-via-regulation, vaporware and gatekeeping subtract. Great tech that blocks rivals can net negative.