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

Achu

Arch
achuthanmukundan00@achuthanmukundan00Rank #447Top 27.21% of the fieldARCH
ACHU
ARCH · OTHER · 50:1:0.19
§SIGRANK
10Υ YIELD
0.2×0.5×479.2
SNR16%VEL0.2LEV50x1.70SCL10.10EFF12.7x
YOU FIELD AVG
signalaf.com/user/achuthanmukundan00
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO50:1:0.19C:I:O3.5:1:0.5
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Global rank#447
PercentileTop 27.21%
Platformother
Account age65 days
Lifetime turns159
vs. field average 65.8% below average
vs. top operator 99.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×0.5×479.2

Transmission × Commitment × Reuse

Υ Yield
9.8leverage × velocity
V Velocity
0.19output / input
L Leverage
50.3cache_read / input
SNR
16.3%compression alias
10xDEV
1.70log₁₀(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

9.8
Υ Yield
16.3%
SNR
0.19
Velocity
50.3
Leverage
1.70
10xDEV
10.10
Scale V
$0.41
$ / 1M
12.65×
Efficiency
50:1:0.19
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 · 50:1:0.19
  • Cache read12279.0M97%
  • Cache create25.6M0%
  • Input244.1M2%
  • Output47.4M0%
Υ-layer intensity
  • SNR16%
  • Velocity0.2
  • Leverage50.3
  • Efficiency12.65
SCORE TRAJECTORY-10107-1307-13

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