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

Ilya Zhidkov

Arch+
xkelxmc@xkelxmcRank #223Top 13.54% of the fieldARCH+
ILYA ZHIDKOV
ARCH+ · CLAUDE · 168:1:0.50
§SIGRANK
84Υ YIELD
0.5×8.8×38.4
SNR33%VEL0.5LEV168x2.23SCL9.97EFF43.2x
YOU FIELD AVG
signalaf.com/user/xkelxmc
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO168:1:0.50C:I:O3.5:1:0.5
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Global rank#223
PercentileTop 13.54%
Platformclaude
Account age93 days
Lifetime turns0
vs. field average 193.8% above average
vs. top operator 91.1% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.5×8.8×38.4

Transmission × Commitment × Reuse

Υ Yield
83.8leverage × velocity
V Velocity
0.50output / input
L Leverage
168.0cache_read / input
SNR
33.3%compression alias
10xDEV
2.23log₁₀(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

83.8
Υ Yield
33.3%
SNR
0.50
Velocity
168.0
Leverage
2.23
10xDEV
9.97
Scale V
$0.44
$ / 1M
43.21×
Efficiency
168:1:0.50
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 · 168:1:0.50
  • Cache read9006.1M97%
  • Cache create234.7M3%
  • Input53.6M1%
  • Output26.7M0%
Υ-layer intensity
  • SNR33%
  • Velocity0.5
  • Leverage168.0
  • Efficiency43.21
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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