🤖⚔️🤖 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
yongsARCH+ · #43310Υ Yield
- Υ Yield · leads 29× · 10
- Cost · cost leader · $0.49/1M
- Leverage · deep reuse · 48×
- Efficacy · strong · 12.36
- Scale · heavyweight · 9718228.4K 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.
yongsDataThe Field
Raw
192.7MInput258885.9M
41.8MOutput79899.5M
9278.7MCache-read306174.3M
205.1MCache-write6115.2M
9718.2MTotal651075.0M
$0.49Cost$3.21
Metrics
10Υ Yield0
17.8%SNR23.6%
48×Leverage1×
0.22Velocity0.31
1.6810xDEV0.07
$0.49Cost per 1M$3.21
12.36Efficiency0.38
48:1:0.22Op Ratio1:1:0.31
9718.2MTotal651075.0M