🤖⚔️🤖 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
mpthleeARCH · #5007Υ Yield
- Υ Yield · leads 18× · 7
- Cost · cost leader · $0.65/1M
- Leverage · deep reuse · 35×
- Efficacy · strong · 9.24
- Scale · heavyweight · 10206712.2K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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.
mpthleeDataThe Field
Raw
269.0MInput258885.9M
52.3MOutput79899.5M
9282.0MCache-read306174.3M
603.4MCache-write6115.2M
10206.7MTotal651075.0M
$0.65Cost$3.21
Metrics
7Υ Yield0
16.3%SNR23.6%
35×Leverage1×
0.19Velocity0.31
1.5410xDEV0.07
$0.65Cost per 1M$3.21
9.24Efficiency0.38
35:1:0.19Op Ratio1:1:0.31
10206.7MTotal651075.0M