🤖⚔️🤖 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
양태수(Taesu Yang)TRANSMITTER · #831.1KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.3K×
- Υ Yield · leads 3.1K× · 1.1K
- Cost · cost leader · $0.64/1M
- Efficacy · strong · 355.92
- Regime · archival sponge
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.
양태수(Taesu Yang)DataThe Field
Raw
214.3KInput258885.9M
187.5KOutput79899.5M
276.1MCache-read306174.3M
28.8MCache-write6115.2M
305.3MTotal651075.0M
$0.64Cost$3.21
Metrics
1.1KΥ Yield0
46.7%SNR23.6%
1.3K×Leverage1×
0.88Velocity0.31
3.1110xDEV0.07
$0.64Cost per 1M$3.21
355.92Efficiency0.38
1288:1:0.88Op Ratio1:1:0.31
305.3MTotal651075.0M