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

Wade Choi

Arch+
minsubb13@minsubb13Rank #285Top 17.33% of the fieldARCH+
WADE CHOI
ARCH+ · CLAUDE · 72:1:0.54
§SIGRANK
39Υ YIELD
0.5×3.7×36.0
SNR35%VEL0.5LEV72x1.86SCL10.00EFF18.6x
YOU FIELD AVG
signalaf.com/user/minsubb13
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO72:1:0.54C:I:O3.5:1:0.5
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Global rank#285
PercentileTop 17.33%
Platformclaude
Account age102 days
Lifetime turns2,559
vs. field average 36.4% above average
vs. top operator 95.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.5×3.7×36.0

Transmission × Commitment × Reuse

Υ Yield
38.9leverage × velocity
V Velocity
0.54output / input
L Leverage
71.8cache_read / input
SNR
35.1%compression alias
10xDEV
1.86log₁₀(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

38.9
Υ Yield
35.1%
SNR
0.54
Velocity
71.8
Leverage
1.86
10xDEV
10.00
Scale V
$0.53
$ / 1M
18.59×
Efficiency
72:1:0.54
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 · 72:1:0.54
  • Cache read9529.1M95%
  • Cache create264.6M3%
  • Input132.7M1%
  • Output71.9M1%
Υ-layer intensity
  • SNR35%
  • Velocity0.5
  • Leverage71.8
  • Efficiency18.59
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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