Thomas Chong

Arch

thomas-chong@thomas-chongRank #467Top 28.43% of the fieldARCH

THOMAS CHONG
ARCH · CLAUDE · 37:1:0.23
§SIGRANK
9Υ YIELD
0.2×10.7×15.2
SNR19%VEL0.2LEV37x⚡1.57SCL9.79EFF10.0x
 YOU FIELD AVG
signalaf.com/user/thomas-chong
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
▌
▌
▌
▌
▌
▌
▌
▌
▌
▌
▌
▌
▌
OP RATIO37:1:0.23C:I:O3.5:1:0.5

🔑

Is this your profile?

This operator profile was seeded from public tokscale data — a static snapshot. If that's you, claim it to take ownership: edit your bio, set your handle, link your GitHub, and start submitting live readings via sigrank submit.

Claiming is free. You'll verify ownership by entering your exact tokscale lifetime input token count.

Global rank#467

PercentileTop 28.43%

Platformclaude

Account age80 days

Lifetime turns1,993

vs. field average▼ 69.9% below average

vs. top operator▼ 99.1% below top

Cascade Layer · Υ

Baseline

T × C × R cascade

0.2×10.7×15.2

Transmission × Commitment × Reuse

Υ Yield

8.6leverage × velocity

V Velocity

0.23output / input

L Leverage

37.4cache_read / input

SNR

18.7%compression alias

10xDEV

1.57log₁₀(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

8.6

Υ Yield

18.7%

SNR

0.23

Velocity

37.4

Leverage

1.57

10xDEV

9.79

Scale V

$0.65

$ / 1M

10.02×

Efficiency

37:1:0.23

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 · 37:1:0.23

Cache read5611.5M91%
Cache create368.0M6%
Input150.1M2%
Output34.5M1%

Υ-layer intensity

SNR
19%
Velocity
0.2
Leverage
37.4
Efficiency
10.02

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