🤖⚔️🤖 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.
vs
steve wuREFINER · #110.29Υ Yield
- Υ Yield · trails · 0
- Cost · cost leader · $2.00/1M
- Scale · heavyweight · 487070100.0K tok
- Regime · transient
- Leverage · light reuse · 2×
VS3–7
The FieldIGNITER · #100.37Υ Yield◆ Leads 7–3
- Υ Yield · leads 1.3× · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
steve wuDataThe Field
Raw
164100.0MInput258885.9M
26000.0MOutput79899.5M
296800.0MCache-read306174.3M
170.1MCache-write6115.2M
487070.1MTotal651075.0M
$2.00Cost$3.21
Metrics
0Υ Yield0
13.7%SNR23.6%
2×Leverage1×
0.16Velocity0.31
0.2610xDEV0.07
$2.00Cost per 1M$3.21
0.49Efficiency0.38
2:1:0.16Op Ratio1:1:0.31
487070.1MTotal651075.0M
Raw shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
⚔ Throw-DownsComing soon