Aayush Gupta
Transayushgupta4897@ayushgupta4897Rank #6Top 1.00% of the fieldTRANSMITTER
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Global rank#6
PercentileTop 1.00%
Platformclaude
Account age108 days
Lifetime turns2,759
vs. field average▼ 75.7% below average
vs. top operator▼ 99.9% below top
Cascade Layer · Υ
T × C × R cascade
1.9×10.8×41.1
Transmission × Commitment × Reuse
Υ Yield
1.7Kleverage × velocityV Velocity
1.94output / inputL Leverage
861.3cache_read / inputSNR
66.0%compression alias10xDEV
2.94log₁₀(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
1.7K
Υ Yield
66.0%
SNR
1.94
Velocity
861.3
Leverage
2.94
10xDEV
10.17
Scale V
$0.42
$ / 1M
221.04×
Efficiency
861:1:1.9
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 · 861:1:1.9
- Cache read14472.2M97%
- Cache create352.5M2%
- Input16.8M0%
- Output32.6M0%
Υ-layer intensity
- SNR66%
- Velocity1.9
- Leverage861.3
- Efficiency221.04