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

jm709

Arch+
@jm709Rank #227Top 13.79% of the fieldARCH+
JM709
ARCH+ · CLAUDE · 131:1:0.60
§SIGRANK
79Υ YIELD
0.6×7.4×29.4
SNR38%VEL0.6LEV131x2.12SCL10.03EFF33.9x
YOU FIELD AVG
signalaf.com/user/jm709
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO131:1:0.60C:I:O3.5:1:0.5
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Global rank#227
PercentileTop 13.79%
Platformclaude
Account age91 days
Lifetime turns1,919
vs. field average 177.2% above average
vs. top operator 91.6% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.6×7.4×29.4

Transmission × Commitment × Reuse

Υ Yield
79.0leverage × velocity
V Velocity
0.60output / input
L Leverage
130.7cache_read / input
SNR
37.7%compression alias
10xDEV
2.12log₁₀(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

79.0
Υ Yield
37.7%
SNR
0.60
Velocity
130.7
Leverage
2.12
10xDEV
10.03
Scale V
$0.50
$ / 1M
33.93×
Efficiency
131:1:0.60
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 · 131:1:0.60
  • Cache read10330.4M96%
  • Cache create351.6M3%
  • Input79.0M1%
  • Output47.8M0%
Υ-layer intensity
  • SNR38%
  • Velocity0.6
  • Leverage130.7
  • Efficiency33.93
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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