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

kevinloichot

Trans
@KevinLoichotRank #133Top 8.05% of the fieldTRANSMITTER
KEVINLOICHOT
TRANSMITTER · CLAUDE · 226:1:1.2
§SIGRANK
279Υ YIELD
1.2×5.6×32.7
SNR55%VEL1.2LEV226x2.35SCL9.39EFF58.6x
YOU FIELD AVG
signalaf.com/user/kevinloichot
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO226:1:1.2C:I:O3.5:1:0.5
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Global rank#133
PercentileTop 8.05%
Platformclaude
Account age35 days
Lifetime turns332
vs. field average 879.3% above average
vs. top operator 70.3% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

1.2×5.6×32.7

Transmission × Commitment × Reuse

Υ Yield
279.2leverage × velocity
V Velocity
1.23output / input
L Leverage
226.1cache_read / input
SNR
55.3%compression alias
10xDEV
2.35log₁₀(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

279.2
Υ Yield
55.3%
SNR
1.23
Velocity
226.1
Leverage
2.35
10xDEV
9.39
Scale V
$0.49
$ / 1M
58.58×
Efficiency
226:1:1.2
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 · 226:1:1.2
  • Cache read2373.9M96%
  • Cache create72.7M3%
  • Input10.5M0%
  • Output13.0M1%
Υ-layer intensity
  • SNR55%
  • Velocity1.2
  • Leverage226.1
  • Efficiency58.58
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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