🤖⚔️🤖 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
lazydecoderTRANSMITTER · #11137.7KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 6.6K×
- Υ Yield · leads 377.2K× · 137.7K
- Cost · cost leader · $0.41/1M
- Velocity · fast · 21.0 o/i
- Efficacy · strong · 1678.11
VS6–4
The FieldIGNITER · #12130.37Υ 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.
lazydecoderDataThe Field
Raw
407.5KInput258885.9M
8.5MOutput79899.5M
2675.4MCache-read306174.3M
51.1MCache-write6115.2M
2735.5MTotal651075.0M
$0.41Cost$3.21
Metrics
137.7KΥ Yield0
95.4%SNR23.6%
6.6K×Leverage1×
21.0Velocity0.31
3.8210xDEV0.07
$0.41Cost per 1M$3.21
1678.11Efficiency0.38
6566:1:21.0Op Ratio1:1:0.31
2735.5MTotal651075.0M