🤖⚔️🤖 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
vsOperator B
ticketmatchARCH+ · #23968Υ Yield◆ Leads 6–4
- Leverage · closed loop · 109×
- Υ Yield · leads 186× · 68
- Cost · cost leader · $0.65/1M
- Efficacy · strong · 29.61
- Scale · heavyweight · 4525601.2K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
ticketmatchDataThe Field
Raw
37.9MInput258885.9M
23.6MOutput79899.5M
4131.9MCache-read306174.3M
332.2MCache-write6115.2M
4525.6MTotal651075.0M
$0.65Cost$3.21
Metrics
68Υ Yield0
38.4%SNR23.6%
109×Leverage1×
0.62Velocity0.31
2.0410xDEV0.07
$0.65Cost per 1M$3.21
29.61Efficiency0.38
109:1:0.62Op Ratio1:1:0.31
4525.6MTotal651075.0M