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

Mingi Choe

Trans
cmg8431@cmg8431Rank #30Top 1.78% of the fieldTRANSMITTER
MINGI CHOE
TRANSMITTER · CLAUDE · 3890:1:8.1
§SIGRANK
31.6KΥ YIELD
8.1×13.9×34.4
SNR89%VEL8.1LEV3890x3.59SCL9.36EFF1002.9x
YOU FIELD AVG
signalaf.com/user/cmg8431
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO3890:1:8.1C:I:O3.5:1:0.5
🔑

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Global rank#30
PercentileTop 1.78%
Platformclaude
Account age80 days
Lifetime turns0
vs. field average 361.1% above average
vs. top operator 98.7% below top

Cascade Layer · Υ

Cascade Architect
T × C × R cascade

8.1×13.9×34.4

Transmission × Commitment × Reuse

Υ Yield
31.6Kleverage × velocity
V Velocity
8.13output / input
L Leverage
3.9Kcache_read / input
SNR
89.1%compression alias
10xDEV
3.59log₁₀(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

31.6K
Υ Yield
89.1%
SNR
8.13
Velocity
3.9K
Leverage
3.59
10xDEV
9.36
Scale V
$0.43
$ / 1M
1002.93×
Efficiency
3890:1:8.1
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 · 3890:1:8.1
  • Cache read2216.4M97%
  • Cache create64.4M3%
  • Input569.7k0%
  • Output4.6M0%
Υ-layer intensity
  • SNR89%
  • Velocity8.1
  • Leverage3890.5
  • Efficiency1002.93
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13