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

Cheong Gwen Yit

Arch+
cgycgy@CGYCGYRank #240Top 14.57% of the fieldARCH+
CHEONG GWEN YIT
ARCH+ · CLAUDE · 98:1:0.68
§SIGRANK
67Υ YIELD
0.7×8.0×17.8
SNR41%VEL0.7LEV98x1.99SCL9.86EFF26.0x
YOU FIELD AVG
signalaf.com/user/cgycgy
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO98:1:0.68C:I:O3.5:1:0.5
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Global rank#240
PercentileTop 14.57%
Platformclaude
Account age173 days
Lifetime turns650
vs. field average 135.1% above average
vs. top operator 92.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.7×8.0×17.8

Transmission × Commitment × Reuse

Υ Yield
67.0leverage × velocity
V Velocity
0.68output / input
L Leverage
97.9cache_read / input
SNR
40.6%compression alias
10xDEV
1.99log₁₀(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

67.0
Υ Yield
40.6%
SNR
0.68
Velocity
97.9
Leverage
1.99
10xDEV
9.86
Scale V
$0.60
$ / 1M
26.01×
Efficiency
98:1:0.68
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 · 98:1:0.68
  • Cache read6704.4M93%
  • Cache create375.8M5%
  • Input68.5M1%
  • Output46.9M1%
Υ-layer intensity
  • SNR41%
  • Velocity0.7
  • Leverage97.9
  • Efficiency26.01
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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