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

Madison Steiner

Arch+
mh0pe@mh0peRank #359Top 21.84% of the fieldARCH+
MADISON STEINER
ARCH+ · CLAUDE · 75:1:0.25
§SIGRANK
19Υ YIELD
0.2×11.6×26.2
SNR20%VEL0.2LEV75x1.88SCL10.40EFF19.6x
YOU FIELD AVG
signalaf.com/user/mh0pe
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO75:1:0.25C:I:O3.5:1:0.5
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Global rank#359
PercentileTop 21.84%
Platformclaude
Account age75 days
Lifetime turns0
vs. field average 34.1% below average
vs. top operator 98.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×11.6×26.2

Transmission × Commitment × Reuse

Υ Yield
18.8leverage × velocity
V Velocity
0.25output / input
L Leverage
75.4cache_read / input
SNR
20.0%compression alias
10xDEV
1.88log₁₀(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

18.8
Υ Yield
20.0%
SNR
0.25
Velocity
75.4
Leverage
1.88
10xDEV
10.40
Scale V
$0.51
$ / 1M
19.63×
Efficiency
75:1:0.25
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 · 75:1:0.25
  • Cache read24021.1M95%
  • Cache create918.3M4%
  • Input318.7M1%
  • Output79.5M0%
Υ-layer intensity
  • SNR20%
  • Velocity0.2
  • Leverage75.4
  • Efficiency19.63
SCORE TRAJECTORY-10107-1307-13

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