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

Dan Kim

Trans
dan-fikad@dan-fikadRank #163Top 9.88% of the fieldTRANSMITTER
DAN KIM
TRANSMITTER · CLAUDE · 269:1:0.67
§SIGRANK
179Υ YIELD
0.7×13.1×30.8
SNR40%VEL0.7LEV269x2.43SCL10.26EFF69.7x
YOU FIELD AVG
signalaf.com/user/dan-fikad
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO269:1:0.67C:I:O3.5:1:0.5
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Global rank#163
PercentileTop 9.88%
Platformclaude
Account age85 days
Lifetime turns576
vs. field average 528.7% above average
vs. top operator 81.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.7×13.1×30.8

Transmission × Commitment × Reuse

Υ Yield
179.3leverage × velocity
V Velocity
0.67output / input
L Leverage
269.3cache_read / input
SNR
40.0%compression alias
10xDEV
2.43log₁₀(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

179.3
Υ Yield
40.0%
SNR
0.67
Velocity
269.3
Leverage
2.43
10xDEV
10.26
Scale V
$0.45
$ / 1M
69.68×
Efficiency
269:1:0.67
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 · 269:1:0.67
  • Cache read17479.1M96%
  • Cache create567.6M3%
  • Input64.9M0%
  • Output43.2M0%
Υ-layer intensity
  • SNR40%
  • Velocity0.7
  • Leverage269.3
  • Efficiency69.68
SCORE TRAJECTORY-10107-1307-13

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