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

JavaLyHn

Trans
javalyhn@JavaLyHnRank #174Top 10.56% of the fieldTRANSMITTER
JAVALYHN
TRANSMITTER · CLAUDE · 192:1:0.83
§SIGRANK
159Υ YIELD
0.8×4.6×50.9
SNR45%VEL0.8LEV192x2.28SCL10.26EFF49.2x
YOU FIELD AVG
signalaf.com/user/javalyhn
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO192:1:0.83C:I:O3.5:1:0.5
🔑

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Global rank#174
PercentileTop 10.56%
Platformclaude
Account age63 days
Lifetime turns1,531
vs. field average 456.7% above average
vs. top operator 83.1% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.8×4.6×50.9

Transmission × Commitment × Reuse

Υ Yield
158.7leverage × velocity
V Velocity
0.83output / input
L Leverage
192.3cache_read / input
SNR
45.2%compression alias
10xDEV
2.28log₁₀(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

158.7
Υ Yield
45.2%
SNR
0.83
Velocity
192.3
Leverage
2.28
10xDEV
10.26
Scale V
$0.44
$ / 1M
49.22×
Efficiency
192:1:0.83
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 · 192:1:0.83
  • Cache read17877.9M97%
  • Cache create351.3M2%
  • Input93.0M1%
  • Output76.7M0%
Υ-layer intensity
  • SNR45%
  • Velocity0.8
  • Leverage192.3
  • Efficiency49.22
SCORE TRAJECTORY-10107-1307-13

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