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

Zach Dunn

Arch+
zachdunn@zachdunnRank #373Top 22.68% of the fieldARCH+
ZACH DUNN
ARCH+ · CLAUDE · 58:1:0.29
§SIGRANK
17Υ YIELD
0.3×7.0×28.4
SNR23%VEL0.3LEV58x1.77SCL10.25EFF15.1x
YOU FIELD AVG
signalaf.com/user/zachdunn
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO58:1:0.29C:I:O3.5:1:0.5
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Global rank#373
PercentileTop 22.68%
Platformclaude
Account age134 days
Lifetime turns5,581
vs. field average 40.3% below average
vs. top operator 98.2% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×7.0×28.4

Transmission × Commitment × Reuse

Υ Yield
17.0leverage × velocity
V Velocity
0.29output / input
L Leverage
58.2cache_read / input
SNR
22.6%compression alias
10xDEV
1.77log₁₀(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

17.0
Υ Yield
22.6%
SNR
0.29
Velocity
58.2
Leverage
1.77
10xDEV
10.25
Scale V
$0.53
$ / 1M
15.14×
Efficiency
58:1:0.29
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 · 58:1:0.29
  • Cache read16858.4M95%
  • Cache create593.5M3%
  • Input289.6M2%
  • Output84.6M0%
Υ-layer intensity
  • SNR23%
  • Velocity0.3
  • Leverage58.2
  • Efficiency15.14
SCORE TRAJECTORY-10107-1307-13

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