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

Alvin Indra Pratama

Arch+
alvinindra@alvinindraRank #255Top 15.50% of the fieldARCH+
ALVIN INDRA PRATAMA
ARCH+ · CLAUDE · 102:1:0.55
§SIGRANK
57Υ YIELD
0.6×5.8×32.1
SNR36%VEL0.6LEV102x2.01SCL9.76EFF26.6x
YOU FIELD AVG
signalaf.com/user/alvinindra
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO102:1:0.55C:I:O3.5:1:0.5
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Global rank#255
PercentileTop 15.50%
Platformclaude
Account age88 days
Lifetime turns920
vs. field average 98.2% above average
vs. top operator 94.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.6×5.8×32.1

Transmission × Commitment × Reuse

Υ Yield
56.5leverage × velocity
V Velocity
0.55output / input
L Leverage
102.5cache_read / input
SNR
35.5%compression alias
10xDEV
2.01log₁₀(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

56.5
Υ Yield
35.5%
SNR
0.55
Velocity
102.5
Leverage
2.01
10xDEV
9.76
Scale V
$0.50
$ / 1M
26.56×
Efficiency
102:1:0.55
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 · 102:1:0.55
  • Cache read5515.8M96%
  • Cache create171.9M3%
  • Input53.8M1%
  • Output29.7M1%
Υ-layer intensity
  • SNR36%
  • Velocity0.6
  • Leverage102.5
  • Efficiency26.56
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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