Mingi Choe
Transcmg8431@cmg8431Rank #30Top 1.78% of the fieldTRANSMITTER
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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
T × C × R cascade
8.1×13.9×34.4
Transmission × Commitment × Reuse
Υ Yield
31.6Kleverage × velocityV Velocity
8.13output / inputL Leverage
3.9Kcache_read / inputSNR
89.1%compression alias10xDEV
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 fingerprint
The derived Υ-layer shape, each axis scaled to its display range.
Raw fuel
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