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

kuba

Trans
xnetcat@xnetcatRank #22Top 4.19% of the fieldTRANSMITTER
KUBA
TRANSMITTER · MULTI · 371:1:0.65
§SIGRANK
239Υ YIELD
0.6×8.8×65.1
SNR39%VEL0.6LEV371x2.57SCL10.50EFF94.3x
YOU FIELD AVG
signalaf.com/user/xnetcat
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO371:1:0.65C:I:O3.5:1:0.5
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Hall of Signal

Where this operator ranks on the all-time record boards — every cascade metric and raw token pillar.

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2 top-10 finishes · last updated 2026-07-13

Cascade Metrics

Raw Token Pillars

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Global rank#22
PercentileTop 4.19%
Platformmulti
Account age109 days
Lifetime turns221
vs. field average 96.5% below average
vs. top operator 100.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.6×8.8×65.1

Transmission × Commitment × Reuse

Υ Yield
239.4leverage × velocity
V Velocity
0.65output / input
L Leverage
370.8cache_read / input
SNR
39.2%compression alias
10xDEV
2.57log₁₀(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

239.4
Υ Yield
39.2%
SNR
0.65
Velocity
370.8
Leverage
2.57
10xDEV
10.50
Scale V
$0.38
$ / 1M
94.30×
Efficiency
371:1:0.65
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 · 371:1:0.65
  • Cache read31092.8M98%
  • Cache create477.4M2%
  • Input83.8M0%
  • Output54.1M0%
Υ-layer intensity
  • SNR39%
  • Velocity0.6
  • Leverage370.8
  • Efficiency94.30
SCORE TRAJECTORY-10107-1307-13