Junseo Bang
Transbbang208@bbang208Rank #73Top 4.42% of the fieldTRANSMITTER
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Global rank#73
PercentileTop 4.42%
Platformclaude
Account age103 days
Lifetime turns513
vs. field average▼ 73.4% below average
vs. top operator▼ 99.9% below top
Cascade Layer · Υ
T × C × R cascade
3.4×6.4×24.9
Transmission × Commitment × Reuse
Υ Yield
1.8Kleverage × velocityV Velocity
3.39output / inputL Leverage
539.3cache_read / inputSNR
77.2%compression alias10xDEV
2.73log₁₀(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
1.8K
Υ Yield
77.2%
SNR
3.39
Velocity
539.3
Leverage
2.73
10xDEV
9.72
Scale V
$0.52
$ / 1M
141.08×
Efficiency
539:1:3.4
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 · 539:1:3.4
- Cache read4971.7M95%
- Cache create199.6M4%
- Input9.2M0%
- Output31.2M1%
Υ-layer intensity
- SNR77%
- Velocity3.4
- Leverage539.3
- Efficiency141.08