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

Matija Sokol

Arch+
sokol-matija@sokol-matijaRank #305Top 18.54% of the fieldARCH+
MATIJA SOKOL
ARCH+ · CLAUDE · 50:1:0.64
§SIGRANK
32Υ YIELD
0.6×5.9×13.1
SNR39%VEL0.6LEV50x1.70SCL8.33EFF13.5x
YOU FIELD AVG
signalaf.com/user/sokol-matija
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO50:1:0.64C:I:O3.5:1:0.5
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Global rank#305
PercentileTop 18.54%
Platformclaude
Account age24 days
Lifetime turns234
vs. field average 11.9% above average
vs. top operator 96.6% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.6×5.9×13.1

Transmission × Commitment × Reuse

Υ Yield
31.9leverage × velocity
V Velocity
0.64output / input
L Leverage
49.5cache_read / input
SNR
39.2%compression alias
10xDEV
1.70log₁₀(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

31.9
Υ Yield
39.2%
SNR
0.64
Velocity
49.5
Leverage
1.70
10xDEV
8.33
Scale V
$0.76
$ / 1M
13.49×
Efficiency
50:1:0.64
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 · 50:1:0.64
  • Cache read191.1M90%
  • Cache create14.6M7%
  • Input3.9M2%
  • Output2.5M1%
Υ-layer intensity
  • SNR39%
  • Velocity0.6
  • Leverage49.5
  • Efficiency13.49
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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