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

Artem Pavelko

Arch+
ma3auka@Ma3aukaRank #442Top 26.89% of the fieldARCH+
ARTEM PAVELKO
ARCH+ · CLAUDE · 37:1:0.27
§SIGRANK
10Υ YIELD
0.3×4.5×30.0
SNR21%VEL0.3LEV37x1.57SCL10.76EFF9.6x
YOU FIELD AVG
signalaf.com/user/ma3auka
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO37:1:0.27C:I:O3.5:1:0.5
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Global rank#442
PercentileTop 26.89%
Platformclaude
Account age136 days
Lifetime turns6,447
vs. field average 64.8% below average
vs. top operator 98.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×4.5×30.0

Transmission × Commitment × Reuse

Υ Yield
10.0leverage × velocity
V Velocity
0.27output / input
L Leverage
37.0cache_read / input
SNR
21.3%compression alias
10xDEV
1.57log₁₀(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

10.0
Υ Yield
21.3%
SNR
0.27
Velocity
37.0
Leverage
1.57
10xDEV
10.76
Scale V
$0.58
$ / 1M
9.62×
Efficiency
37:1:0.27
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 · 37:1:0.27
  • Cache read53551.1M94%
  • Cache create1783.4M3%
  • Input1448.7M3%
  • Output393.1M1%
Υ-layer intensity
  • SNR21%
  • Velocity0.3
  • Leverage37.0
  • Efficiency9.62
SCORE TRAJECTORY-10107-1307-13

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