Hyunwoo Kim
Transhwk06023@hwk06023Rank #63Top 3.81% of the fieldTRANSMITTER
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Global rank#63
PercentileTop 3.81%
Platformclaude
Account age68 days
Lifetime turns138
vs. field average▼ 58.3% below average
vs. top operator▼ 99.9% below top
Cascade Layer · Υ
T × C × R cascade
3.0×13.8×23.6
Transmission × Commitment × Reuse
Υ Yield
2.9Kleverage × velocityV Velocity
2.97output / inputL Leverage
965.1cache_read / inputSNR
74.8%compression alias10xDEV
2.98log₁₀(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
2.9K
Υ Yield
74.8%
SNR
2.97
Velocity
965.1
Leverage
2.98
10xDEV
9.49
Scale V
$0.49
$ / 1M
252.23×
Efficiency
965:1:3.0
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 · 965:1:3.0
- Cache read2979.3M96%
- Cache create126.2M4%
- Input3.1M0%
- Output9.2M0%
Υ-layer intensity
- SNR75%
- Velocity3.0
- Leverage965.1
- Efficiency252.23