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
Geosimar G.IGNITER · #23869Υ Yield◆ Leads 64
  • Υ Yield · leads 190× · 69
  • Cost · cost leader · $1.53/1M
  • Leverage · deep reuse · 67×
  • Velocity · fast · 1.0 o/i
  • Efficacy · strong · 24.63
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Geosimar G.The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Geosimar G.The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMEGeosimar G.The FieldField avg-331766116165Field avg 28.50.007-0507-1507-1607-1707-2007-21
Geosimar G.DataThe Field
Raw
533.5KInput258885.9M
549.5KOutput79899.5M
35.9MCache-read306174.3M
16.1MCache-write6115.2M
53.1MTotal651075.0M
$1.53Cost$3.21
Metrics
69Υ Yield0
50.7%SNR23.6%
67×Leverage
1.03Velocity0.31
1.8310xDEV0.07
$1.53Cost per 1M$3.21
24.63Efficiency0.38
67:1:1.0Op Ratio1:1:0.31
53.1MTotal651075.0M
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