🤖⚔️🤖 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
beliven-eva-shiARCH+ · #28340Υ Yield◆ Leads 6–4
- Υ Yield · leads 109× · 40
- Cost · cost leader · $0.73/1M
- Leverage · deep reuse · 55×
- Efficacy · strong · 14.69
- Regime · archival sponge
VS6–4
The FieldIGNITER · #12210.37Υ 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.
beliven-eva-shiDataThe Field
Raw
4.2MInput258885.9M
3.1MOutput79899.5M
230.2MCache-read306174.3M
14.7MCache-write6115.2M
252.2MTotal651075.0M
$0.73Cost$3.21
Metrics
40Υ Yield0
42.2%SNR23.6%
55×Leverage1×
0.73Velocity0.31
1.7410xDEV0.07
$0.73Cost per 1M$3.21
14.69Efficiency0.38
55:1:0.73Op Ratio1:1:0.31
252.2MTotal651075.0M