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

Zach Lagden

Base
signal-34398d7edf@zachlagdenRank #155Top 9.39% of the fieldBASE
ZACH LAGDEN
BASE · MULTI · 165:1:0.76
§SIGRANK
125Υ YIELD
0.8×7.4×29.3
SNR43%VEL0.8LEV165x2.22SCL10.54EFF42.8x
YOU FIELD AVG
signalaf.com/user/signal-34398d7edf
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO165:1:0.76C:I:O3.5:1:0.5
Global rank#155
PercentileTop 9.39%
Platformmulti
Account age99 days
Lifetime turns1,142
vs. field average 338.3% above average
vs. top operator 86.7% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.8×7.4×29.3

Transmission × Commitment × Reuse

Υ Yield
125.0leverage × velocity
V Velocity
0.76output / input
L Leverage
164.8cache_read / input
SNR
43.1%compression alias
10xDEV
2.22log₁₀(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

125.0
Υ Yield
43.1%
SNR
0.76
Velocity
164.8
Leverage
2.22
10xDEV
10.54
Scale V
$0.49
$ / 1M
42.79×
Efficiency
165:1:0.76
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 · 165:1:0.76
  • Cache read33462.7M96%
  • Cache create1140.8M3%
  • Input203.1M1%
  • Output154.0M0%
Υ-layer intensity
  • SNR43%
  • Velocity0.8
  • Leverage164.8
  • Efficiency42.79
SCORE TRAJECTORY31.7331.8531.9707-1907-19

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