SangBum Kim

Power

puri12@Puri12Rank #389Top 23.52% of the fieldPOWER III

Global rank#389

PercentileTop 23.52%

Platformclaude

Account age145 days

Lifetime turns3,403

vs. field average▼ 44.5% below average

vs. top operator▼ 98.3% below top

Cascade Layer · Υ

Baseline

T × C × R cascade

0.3×18.6×9.3

Transmission × Commitment × Reuse

Υ Yield

15.7leverage × velocity

V Velocity

0.30output / input

L Leverage

52.1cache_read / input

SNR

23.1%compression alias

10xDEV

1.72log₁₀(T·C·R)

Cascade metrics are derived from cache token telemetry (Claude Code / API). Υ ≥ 10K with 10xDEV ≥ 3.0 classifies as Cascade Architect. Non-Claude platforms show this section as non-compounding.

Cascade fingerprint

15.7

Υ Yield

23.1%

SNR

0.30

Velocity

52.1

Leverage

1.72

10xDEV

10.29

Scale V

$0.75

$ / 1M

14.50×

Efficiency

52:1:0.30

Op Ratio

Cascade fingerprint

The derived Υ-layer shape, each axis scaled to its display range.

Raw fuel

The four raw pillars, normalized to the largest — the shape of the fuel.

Operating ratio · 52:1:0.30

Cache read17061.4M88%
Cache create1826.9M9%
Input327.4M2%
Output98.3M1%

Υ-layer intensity

SNR
23%
Velocity
0.3
Leverage
52.1
Efficiency
14.50

Learn more: Yield (Υ) Metric · Yield Calculator · How to Improve Your Yield

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