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Kabir Acharya*
Outliersignal-d4e0290661@Kabir4charyaRank #1505Top 91.71% of the fieldBASE
Global rank#1505
PercentileTop 91.71%
Platformclaude
Account age0 days
Lifetime turns0
vs. field average▲ 3721.6% above average
vs. top operator▲ 15.8% at top
Cascade Layer · Υ
T × C × R cascade
3.5×3.4×25.7
Transmission × Commitment × Reuse
Υ Yield
1.1Kleverage × velocityV Velocity
3.54output / inputL Leverage
307.5cache_read / inputSNR
78.0%compression alias10xDEV
2.49log₁₀(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
1.1K
Υ Yield
78.0%
SNR
3.54
Velocity
307.5
Leverage
2.49
10xDEV
7.51
Scale V
$0.60
$ / 1M
80.76×
Efficiency
308:1:3.5
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 · 308:1:3.5
- Cache read30.6M95%
- Cache create1.2M4%
- Input99.4k0%
- Output352.0k1%
Υ-layer intensity
- SNR78%
- Velocity3.5
- Leverage307.5
- Efficiency80.76
Learn more: Yield (Υ) Metric · Yield Calculator · How to Improve Your Yield