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

Minhyeok Park

Arch
pmh-only@pmh-onlyRank #445Top 27.09% of the fieldARCH
MINHYEOK PARK
ARCH · CHATGPT · 38:1:0.26
§SIGRANK
10Υ YIELD
0.3×1.8×79.1
SNR21%VEL0.3LEV38x1.58SCL8.46EFF9.6x
YOU FIELD AVG
signalaf.com/user/pmh-only
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO38:1:0.26C:I:O3.5:1:0.5
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Global rank#445
PercentileTop 27.09%
Platformchatgpt
Account age16 days
Lifetime turns0
vs. field average 65.3% below average
vs. top operator 99.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×1.8×79.1

Transmission × Commitment × Reuse

Υ Yield
9.9leverage × velocity
V Velocity
0.26output / input
L Leverage
37.6cache_read / input
SNR
20.8%compression alias
10xDEV
1.58log₁₀(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

9.9
Υ Yield
20.8%
SNR
0.26
Velocity
37.6
Leverage
1.58
10xDEV
8.46
Scale V
$0.51
$ / 1M
9.59×
Efficiency
38:1:0.26
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 · 38:1:0.26
  • Cache read275.9M96%
  • Cache create3.5M1%
  • Input7.3M3%
  • Output1.9M1%
Υ-layer intensity
  • SNR21%
  • Velocity0.3
  • Leverage37.6
  • Efficiency9.59
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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