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
rayul0325ARCH+ · #29534Υ Yield◆ Leads 64
  • Υ Yield · leads 94× · 34
  • Cost · cost leader · $0.54/1M
  • Leverage · deep reuse · 77×
  • Efficacy · strong · 20.15
  • Scale · heavyweight · 25062405.9K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓rayul0325The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑rayul0325The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMErayul0325The FieldField avg-95183245Field avg 28.534.207-0507-13
rayul0325DataThe Field
Raw
307.1MInput258885.9M
136.0MOutput79899.5M
23684.9MCache-read306174.3M
934.4MCache-write6115.2M
25062.4MTotal651075.0M
$0.54Cost$3.21
Metrics
34Υ Yield0
30.7%SNR23.6%
77×Leverage
0.44Velocity0.31
1.8910xDEV0.07
$0.54Cost per 1M$3.21
20.15Efficiency0.38
77:1:0.44Op Ratio1:1:0.31
25062.4MTotal651075.0M
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