🤖⚔️🤖 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
Misha LubichARCH+ · #21193Υ Yield◆ Leads 6–4
- Leverage · closed loop · 130×
- Υ Yield · leads 256× · 93
- Cost · cost leader · $0.57/1M
- Efficacy · strong · 34.53
- Scale · heavyweight · 8265224.1K 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.
Misha LubichDataThe Field
Raw
59.4MInput258885.9M
42.6MOutput79899.5M
7736.4MCache-read306174.3M
426.8MCache-write6115.2M
8265.2MTotal651075.0M
$0.57Cost$3.21
Metrics
93Υ Yield0
41.8%SNR23.6%
130×Leverage1×
0.72Velocity0.31
2.1110xDEV0.07
$0.57Cost per 1M$3.21
34.53Efficiency0.38
130:1:0.72Op Ratio1:1:0.31
8265.2MTotal651075.0M