🤖⚔️🤖 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
tchpengTRANSMITTER · #176155Υ Yield◆ Leads 6–4
- Leverage · closed loop · 167×
- Υ Yield · leads 424× · 155
- Cost · cost leader · $0.49/1M
- Efficacy · strong · 43.32
- Scale · heavyweight · 3573578.4K 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.
tchpengDataThe Field
Raw
20.5MInput258885.9M
19.0MOutput79899.5M
3433.5MCache-read306174.3M
100.6MCache-write6115.2M
3573.6MTotal651075.0M
$0.49Cost$3.21
Metrics
155Υ Yield0
48.0%SNR23.6%
167×Leverage1×
0.92Velocity0.31
2.2210xDEV0.07
$0.49Cost per 1M$3.21
43.32Efficiency0.38
167:1:0.92Op Ratio1:1:0.31
3573.6MTotal651075.0M