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

Manus ad Manum

Two operators. One cascade layer. Υ Yield, SNR, Leverage, Velocity, 10xDEV & blended cost — the data tells you not just who's ahead, but where and why.

Operator A
vs
Operator B
Alex HuangARCH+ · #37916Υ Yield
  • Υ Yield · leads 43× · 16
  • Cost · cost leader · $0.43/1M
  • Leverage · deep reuse · 73×
  • Efficacy · strong · 18.56
  • Scale · heavyweight · 42646580.1K tok
VS46
The FieldIGNITER · #12210.37Υ Yield◆ Leads 64
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Alex HuangThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Alex HuangThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMEAlex HuangThe FieldField avg-4281420Field avg 28.515.807-0507-13
Alex HuangDataThe Field
Raw
566.8MInput258885.9M
122.6MOutput79899.5M
41363.4MCache-read306174.3M
593.7MCache-write6115.2M
42646.6MTotal651075.0M
$0.43Cost$3.21
Metrics
16Υ Yield0
17.8%SNR23.6%
73×Leverage
0.22Velocity0.31
1.8610xDEV0.07
$0.43Cost per 1M$3.21
18.56Efficiency0.38
73:1:0.22Op Ratio1:1:0.31
42646.6MTotal651075.0M
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