Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
H

Hakko

Trans
hakkokimkr@hakkokimkrRank #162Top 9.82% of the fieldTRANSMITTER
HAKKO
TRANSMITTER · CLAUDE · 217:1:0.86
§SIGRANK
186Υ YIELD
0.9×5.6×45.0
SNR46%VEL0.9LEV217x2.34SCL10.06EFF55.5x
YOU FIELD AVG
signalaf.com/user/hakkokimkr
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO217:1:0.86C:I:O3.5:1:0.5
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Global rank#162
PercentileTop 9.82%
Platformclaude
Account age43 days
Lifetime turns1,523
vs. field average 553.4% above average
vs. top operator 80.2% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.9×5.6×45.0

Transmission × Commitment × Reuse

Υ Yield
186.3leverage × velocity
V Velocity
0.86output / input
L Leverage
216.5cache_read / input
SNR
46.3%compression alias
10xDEV
2.34log₁₀(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

186.3
Υ Yield
46.3%
SNR
0.86
Velocity
216.5
Leverage
2.34
10xDEV
10.06
Scale V
$0.44
$ / 1M
55.54×
Efficiency
217:1:0.86
Op Ratio
Cascade fingerprintSNRVelocityLeverage10xDEVScale VEfficiency

The derived Υ-layer shape, each axis scaled to its display range.

Raw fuelInputOutputCache RCache W

The four raw pillars, normalized to the largest — the shape of the fuel.

Operating ratio · 217:1:0.86
  • Cache read11150.9M97%
  • Cache create247.7M2%
  • Input51.5M0%
  • Output44.3M0%
Υ-layer intensity
  • SNR46%
  • Velocity0.9
  • Leverage216.5
  • Efficiency55.54
SCORE TRAJECTORY-10107-1307-13

Learn more: Yield (Υ) Metric · Yield Calculator · How to Improve Your Yield