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

Zoe Pineda

Arch+
zoepineda@zoepinedaRank #319Top 19.39% of the fieldARCH+
ZOE PINEDA
ARCH+ · CLAUDE · 89:1:0.31
§SIGRANK
27Υ YIELD
0.3×9.4×31.2
SNR23%VEL0.3LEV89x1.95SCL9.65EFF23.2x
YOU FIELD AVG
signalaf.com/user/zoepineda
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO89:1:0.31C:I:O3.5:1:0.5
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Global rank#319
PercentileTop 19.39%
Platformclaude
Account age99 days
Lifetime turns2,485
vs. field average 4.1% below average
vs. top operator 97.1% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×9.4×31.2

Transmission × Commitment × Reuse

Υ Yield
27.3leverage × velocity
V Velocity
0.31output / input
L Leverage
89.5cache_read / input
SNR
23.4%compression alias
10xDEV
1.95log₁₀(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

27.3
Υ Yield
23.4%
SNR
0.31
Velocity
89.5
Leverage
1.95
10xDEV
9.65
Scale V
$0.48
$ / 1M
23.16×
Efficiency
89:1:0.31
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 · 89:1:0.31
  • Cache read4311.6M96%
  • Cache create138.3M3%
  • Input48.2M1%
  • Output14.7M0%
Υ-layer intensity
  • SNR23%
  • Velocity0.3
  • Leverage89.5
  • Efficiency23.16
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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