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

AndyZ

Arch+
andyzengmath@andyzengmathRank #371Top 22.57% of the fieldARCH+
ANDYZ
ARCH+ · CLAUDE · 57:1:0.30
§SIGRANK
17Υ YIELD
0.3×21.5×8.7
SNR23%VEL0.3LEV57x1.76SCL10.64EFF16.0x
YOU FIELD AVG
signalaf.com/user/andyzengmath
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO57:1:0.30C:I:O3.5:1:0.5
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Global rank#371
PercentileTop 22.57%
Platformclaude
Account age183 days
Lifetime turns6,308
vs. field average 39.1% below average
vs. top operator 98.2% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×21.5×8.7

Transmission × Commitment × Reuse

Υ Yield
17.4leverage × velocity
V Velocity
0.30output / input
L Leverage
57.0cache_read / input
SNR
23.3%compression alias
10xDEV
1.76log₁₀(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

17.4
Υ Yield
23.3%
SNR
0.30
Velocity
57.0
Leverage
1.76
10xDEV
10.64
Scale V
$0.76
$ / 1M
15.96×
Efficiency
57:1:0.30
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 · 57:1:0.30
  • Cache read38340.2M88%
  • Cache create4397.0M10%
  • Input672.6M2%
  • Output204.7M0%
Υ-layer intensity
  • SNR23%
  • Velocity0.3
  • Leverage57.0
  • Efficiency15.96
SCORE TRAJECTORY-10107-1307-13

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