🤖⚔️🤖 Manus ad Manum
Compare AI Operators
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
Théophile WallezBASE II · #45210Υ Yield
- Υ Yield · trails · 10
- Cost · cost leader · $0.58/1M
- Leverage · deep reuse · 47×
- Efficacy · strong · 12.50
- Scale · heavyweight · 10931857.3K tok
VS4–6
The FieldSEEKER I · #116442Υ Yield◆ Leads 6–4
- Leverage · closed loop · 300×
- Υ Yield · leads 44× · 442
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 79.22
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.
Théophile WallezDataThe Field
Raw
214.3MInput29.8K
45.0MOutput44.0K
10147.1MCache-read8.9M
525.4MCache-write470.4K
10931.9MTotal9.5M
$0.58Cost$0.55
Metrics
10Υ Yield442
17.3%SNR59.6%
47×Leverage300×
0.21Velocity1.47
1.6810xDEV2.48
$0.58Cost per 1M$0.55
12.50Efficiency79.22
47:1:0.21Op Ratio300:1:1.5
10931.9MTotal9.5M
Related: All-Time Leaderboard · Hall of Signal · Methodology · Yield (Υ) Cascade