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
GioxaIGNITER · #15070.04Υ Yield
  • Υ Yield · trails · 0
  • Regime · transient
  • Leverage · light reuse · 1×
  • Velocity · slow · 0.03 o/i
VS19
The FieldIGNITER · #12220.37Υ Yield◆ Leads 91
  • Υ Yield · leads 9.8× · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓GioxaThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑GioxaThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMEGioxaThe FieldField avg-1-0112Field avg 28.80.007-0507-23
GioxaDataThe Field
Raw
9.3MInput258885.9M
314.9KOutput79899.5M
10.2MCache-read306174.3M
2.4MCache-write6115.2M
22.2MTotal651075.0M
$2.01Cost$3.21
Metrics
0Υ Yield0
3.3%SNR23.6%
Leverage
0.03Velocity0.31
0.0410xDEV0.07
$2.01Cost per 1M$3.21
0.35Efficiency0.38
1:1:0.03Op Ratio1:1:0.31
22.2MTotal651075.0M
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