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

Mike Valstar

Arch+
mikevalstar@mikevalstarRank #293Top 17.82% of the fieldARCH+
MIKE VALSTAR
ARCH+ · CLAUDE · 72:1:0.49
§SIGRANK
35Υ YIELD
0.5×2.6×56.0
SNR33%VEL0.5LEV72x1.85SCL9.28EFF18.3x
YOU FIELD AVG
signalaf.com/user/mikevalstar
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO72:1:0.49C:I:O3.5:1:0.5
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Global rank#293
PercentileTop 17.82%
Platformclaude
Account age49 days
Lifetime turns256
vs. field average 22.2% above average
vs. top operator 96.3% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.5×2.6×56.0

Transmission × Commitment × Reuse

Υ Yield
34.8leverage × velocity
V Velocity
0.49output / input
L Leverage
71.6cache_read / input
SNR
32.7%compression alias
10xDEV
1.85log₁₀(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

34.8
Υ Yield
32.7%
SNR
0.49
Velocity
71.6
Leverage
1.85
10xDEV
9.28
Scale V
$0.49
$ / 1M
18.34×
Efficiency
72:1:0.49
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 · 72:1:0.49
  • Cache read1820.9M96%
  • Cache create32.5M2%
  • Input25.4M1%
  • Output12.4M1%
Υ-layer intensity
  • SNR33%
  • Velocity0.5
  • Leverage71.6
  • Efficiency18.34
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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