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

Chalie AI

Arch
chalie-ai@chalie-aiRank #498Top 30.30% of the fieldARCH
CHALIE AI
ARCH · CLAUDE · 33:1:0.21
§SIGRANK
7Υ YIELD
0.2×5.9×26.3
SNR17%VEL0.2LEV33x1.52SCL10.60EFF8.6x
YOU FIELD AVG
signalaf.com/user/chalie-ai
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO33:1:0.21C:I:O3.5:1:0.5
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Global rank#498
PercentileTop 30.30%
Platformclaude
Account age163 days
Lifetime turns0
vs. field average 75.7% below average
vs. top operator 99.3% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×5.9×26.3

Transmission × Commitment × Reuse

Υ Yield
6.9leverage × velocity
V Velocity
0.21output / input
L Leverage
32.9cache_read / input
SNR
17.4%compression alias
10xDEV
1.52log₁₀(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

6.9
Υ Yield
17.4%
SNR
0.21
Velocity
32.9
Leverage
1.52
10xDEV
10.60
Scale V
$0.59
$ / 1M
8.58×
Efficiency
33:1:0.21
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 · 33:1:0.21
  • Cache read37042.3M93%
  • Cache create1409.7M4%
  • Input1126.7M3%
  • Output237.4M1%
Υ-layer intensity
  • SNR17%
  • Velocity0.2
  • Leverage32.9
  • Efficiency8.58
SCORE TRAJECTORY-10107-1307-13

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