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

Karthikeyan KK*

Outlier
signal-06bda38e26@kk_spartansRank #1506Top 91.60% of the fieldBASE
Global rank#1506
PercentileTop 91.60%
Platformpi
Account age0 days
Lifetime turns0
vs. field average▼ 100.0% below average
vs. top operator▼ 100.0% below top

Cascade Layer · Υ

High Converter
Υ Yield
0.0leverage × velocity
V Velocity
58.2output / input
L Leverage
0.0cache_read / input
SNR
98.3%compression alias
10xDEV
—log₁₀(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

0.0
Υ Yield
98.3%
SNR
58.2
Velocity
0.0
Leverage
—
10xDEV
4.45
Scale V
$3.98
$ / 1M
701.60×
Efficiency
0:1:58.2
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 · 0:1:58.2
  • Cache read00%
  • Cache create27.5k98%
  • Input100%
  • Output5822%
Υ-layer intensity
  • SNR98%
  • Velocity58.2
  • Leverage0.0
  • Efficiency701.60
SCORE TRAJECTORY2.5420.3538.1607-2607-26

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