Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
C

Cheng Loke Ng

Arch+
lordwizrak@LordWizrakRank #415Top 25.26% of the fieldARCH+
CHENG LOKE NG
ARCH+ · CLAUDE · 45:1:0.26
§SIGRANK
12Υ YIELD
0.3×3.0×57.9
SNR21%VEL0.3LEV45x1.66SCL10.26EFF11.6x
YOU FIELD AVG
signalaf.com/user/lordwizrak
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO45:1:0.26C:I:O3.5:1:0.5
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Global rank#415
PercentileTop 25.26%
Platformclaude
Account age83 days
Lifetime turns821
vs. field average 58.0% below average
vs. top operator 98.7% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×3.0×57.9

Transmission × Commitment × Reuse

Υ Yield
12.0leverage × velocity
V Velocity
0.26output / input
L Leverage
45.4cache_read / input
SNR
20.9%compression alias
10xDEV
1.66log₁₀(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

12.0
Υ Yield
20.9%
SNR
0.26
Velocity
45.4
Leverage
1.66
10xDEV
10.26
Scale V
$0.50
$ / 1M
11.62×
Efficiency
45:1:0.26
Op Ratio
Cascade fingerprintSNRVelocityLeverage10xDEVScale VEfficiency

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

Raw fuelInputOutputCache RCache W

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

Operating ratio · 45:1:0.26
  • Cache read17221.3M96%
  • Cache create297.4M2%
  • Input379.2M2%
  • Output100.0M1%
Υ-layer intensity
  • SNR21%
  • Velocity0.3
  • Leverage45.4
  • Efficiency11.62
SCORE TRAJECTORY-10107-1307-13

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