Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
🤖⚔️🤖 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
vs
Operator B
TorchIGNITER III · #185153Υ Yield
  • Leverage · closed loop · 122×
  • Υ Yield · trails · 153
  • Cost · cost leader · $0.50/1M
  • Velocity · fast · 1.3 o/i
  • Efficacy · strong · 31.17
VS19
The FieldSEEKER I · #116442Υ Yield◆ Leads 91
  • Leverage · closed loop · 300×
  • Υ Yield · leads 2.9× · 442
  • Cost · cost leader · $0.55/1M
  • Velocity · fast · 1.5 o/i
  • Efficacy · strong · 79.22
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓TorchThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑TorchThe Field↑ 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.
TorchDataThe Field
Raw
8.2KInput29.8K
10.3KOutput44.0K
1.0MCache-read8.9M
11.1KCache-write470.4K
1.0MTotal9.5M
$0.50Cost$0.55
Metrics
153Υ Yield442
55.6%SNR59.6%
122×Leverage300×
1.25Velocity1.47
2.0910xDEV2.48
$0.50Cost per 1M$0.55
31.17Efficiency79.22
122:1:1.3Op Ratio300:1:1.5
1.0MTotal9.5M
⚔ Throw-DownsComing soonChallenge on X