🤖⚔️🤖 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
Aayush GuptaTRANSMITTER · #761.7KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 861×
- Υ Yield · leads 4.6K× · 1.7K
- Cost · cost leader · $0.42/1M
- Velocity · fast · 1.9 o/i
- Efficacy · strong · 221.04
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.
Aayush GuptaDataThe Field
Raw
16.8MInput258885.9M
32.6MOutput79899.5M
14472.2MCache-read306174.3M
352.5MCache-write6115.2M
14874.1MTotal651075.0M
$0.42Cost$3.21
Metrics
1.7KΥ Yield0
66.0%SNR23.6%
861×Leverage1×
1.94Velocity0.31
2.9410xDEV0.07
$0.42Cost per 1M$3.21
221.04Efficiency0.38
861:1:1.9Op Ratio1:1:0.31
14874.1MTotal651075.0M