🤖⚔️🤖 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
Argha SenREFINER III · #10051Υ Yield
- Υ Yield · trails · 1
- Cost · cost leader · $0.51/1M
- Leverage · deep reuse · 17×
- Efficacy · strong · 4.19
- Scale · heavyweight · 1484021.0K tok
VS3–7
The FieldSEEKER I · #141258Υ Yield◆ Leads 7–3
- Leverage · closed loop · 313×
- Υ Yield · leads 251× · 258
- Cost · cost leader · $0.46/1M
- Efficacy · strong · 81.22
- Build Archetype · kinetic
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.
Argha SenDataThe Field
Raw
83.5MInput862.5K
5.2MOutput709.4K
1390.2MCache-read270.3M
5.2MCache-write9.2M
1484.0MTotal281.1M
$0.51Cost$0.46
Metrics
1Υ Yield258
5.8%SNR45.1%
17×Leverage313×
0.06Velocity0.82
1.2210xDEV2.50
$0.51Cost per 1M$0.46
4.19Efficiency81.22
17:1:0.06Op Ratio313:1:0.82
1484.0MTotal281.1M