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

Alex Stark

Arch+
alexcstark@alexcstarkRank #441Top 26.85% of the fieldARCH+
ALEX STARK
ARCH+ · CLAUDE · 59:1:0.17
§SIGRANK
10Υ YIELD
0.2×4.7×73.9
SNR15%VEL0.2LEV59x1.77SCL10.73EFF15.0x
YOU FIELD AVG
signalaf.com/user/alexcstark
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO59:1:0.17C:I:O3.5:1:0.5
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Global rank#441
PercentileTop 26.85%
Platformclaude
Account age96 days
Lifetime turns6,253
vs. field average 64.8% below average
vs. top operator 98.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×4.7×73.9

Transmission × Commitment × Reuse

Υ Yield
10.0leverage × velocity
V Velocity
0.17output / input
L Leverage
59.0cache_read / input
SNR
14.5%compression alias
10xDEV
1.77log₁₀(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
14.5%
SNR
0.17
Velocity
59.0
Leverage
1.77
10xDEV
10.73
Scale V
$0.43
$ / 1M
14.99×
Efficiency
59:1:0.17
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 · 59:1:0.17
  • Cache read52067.1M97%
  • Cache create704.1M1%
  • Input882.9M2%
  • Output150.2M0%
Υ-layer intensity
  • SNR15%
  • Velocity0.2
  • Leverage59.0
  • Efficiency14.99
SCORE TRAJECTORY-10107-1307-13

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