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

isakmarr

Arch+
@isakmarrRank #242Top 14.70% of the fieldARCH+
ISAKMARR
ARCH+ · CLAUDE · 224:1:0.29
§SIGRANK
65Υ YIELD
0.3×31.4×24.7
SNR22%VEL0.3LEV224x2.35SCL9.06EFF58.3x
YOU FIELD AVG
signalaf.com/user/isakmarr
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO224:1:0.29C:I:O3.5:1:0.5
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Global rank#242
PercentileTop 14.70%
Platformclaude
Account age55 days
Lifetime turns0
vs. field average 126.5% above average
vs. top operator 93.1% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×31.4×24.7

Transmission × Commitment × Reuse

Υ Yield
64.6leverage × velocity
V Velocity
0.29output / input
L Leverage
223.9cache_read / input
SNR
22.4%compression alias
10xDEV
2.35log₁₀(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

64.6
Υ Yield
22.4%
SNR
0.29
Velocity
223.9
Leverage
2.35
10xDEV
9.06
Scale V
$0.46
$ / 1M
58.31×
Efficiency
224:1:0.29
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 · 224:1:0.29
  • Cache read1096.3M96%
  • Cache create44.3M4%
  • Input4.9M0%
  • Output1.4M0%
Υ-layer intensity
  • SNR22%
  • Velocity0.3
  • Leverage223.9
  • Efficiency58.31
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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