🤖⚔️🤖 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
Indra GunandaARCH+ · #25754Υ Yield
- Leverage · closed loop · 263×
- Υ Yield · leads 148× · 54
- Cost · cost leader · $0.49/1M
- Efficacy · strong · 69.20
- Scale · heavyweight · 1438751.2K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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.
Indra GunandaDataThe Field
Raw
5.2MInput258885.9M
1.1MOutput79899.5M
1360.8MCache-read306174.3M
71.7MCache-write6115.2M
1438.8MTotal651075.0M
$0.49Cost$3.21
Metrics
54Υ Yield0
17.1%SNR23.6%
263×Leverage1×
0.21Velocity0.31
2.4210xDEV0.07
$0.49Cost per 1M$3.21
69.20Efficiency0.38
263:1:0.21Op Ratio1:1:0.31
1438.8MTotal651075.0M