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
차정현(Junghyun Cha)ARCH+ · #32725Υ Yield◆ Leads 64
  • Υ Yield · leads 69× · 25
  • Cost · cost leader · $0.57/1M
  • Leverage · deep reuse · 75×
  • Efficacy · strong · 19.91
  • Scale · heavyweight · 13959056.8K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓차정현(Junghyun Cha)The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑차정현(Junghyun Cha)The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIME차정현(Junghyun C…The FieldField avg-74142535Field avg 28.525.007-0507-13
차정현(Junghyun Cha)DataThe Field
Raw
173.1MInput258885.9M
57.7MOutput79899.5M
13002.0MCache-read306174.3M
726.3MCache-write6115.2M
13959.1MTotal651075.0M
$0.57Cost$3.21
Metrics
25Υ Yield0
25.0%SNR23.6%
75×Leverage
0.33Velocity0.31
1.8810xDEV0.07
$0.57Cost per 1M$3.21
19.91Efficiency0.38
75:1:0.33Op Ratio1:1:0.31
13959.1MTotal651075.0M
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