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Zach Lagden

Base

zachlagden@zachlagdenRank #12Top 32.35% of the fieldBASE III

Global rank#12

PercentileTop 32.35%

Platformmulti

Account age99 days

Lifetime turns1,142

vs. field average▲ 677.3% above average

vs. top operator▼ 76.4% below top

Cascade Layer · Υ

Baseline

T × C × R cascade

1.1×8.0×24.1

Transmission × Commitment × Reuse

Υ Yield

221.7leverage × velocity

V Velocity

1.07output / input

L Leverage

206.4cache_read / input

SNR

51.8%compression alias

10xDEV

2.31log₁₀(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

221.7

Υ Yield

51.8%

SNR

1.07

Velocity

206.4

Leverage

2.31

10xDEV

9.96

Scale V

$0.52

$ / 1M

54.00×

Efficiency

206:1:1.1

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 · 206:1:1.1

Cache read8711.3M95%
Cache create361.1M4%
Input42.2M0%
Output45.4M0%

Υ-layer intensity

SNR
52%
Velocity
1.1
Leverage
206.4
Efficiency
54.00

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

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