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
RockSSGChaeARCH+ · #39614Υ Yield
  • Υ Yield · leads 39× · 14
  • Cost · cost leader · $0.62/1M
  • Leverage · deep reuse · 49×
  • Efficacy · strong · 13.06
  • Scale · heavyweight · 5797629.0K tok
VS46
The FieldIGNITER · #12210.37Υ Yield◆ Leads 64
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓RockSSGChaeThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑RockSSGChaeThe 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.
RockSSGChaeDataThe Field
Raw
108.9MInput258885.9M
31.2MOutput79899.5M
5340.5MCache-read306174.3M
317.0MCache-write6115.2M
5797.6MTotal651075.0M
$0.62Cost$3.21
Metrics
14Υ Yield0
22.3%SNR23.6%
49×Leverage
0.29Velocity0.31
1.6910xDEV0.07
$0.62Cost per 1M$3.21
13.06Efficiency0.38
49:1:0.29Op Ratio1:1:0.31
5797.6MTotal651075.0M
⚔ Throw-DownsComing soonChallenge on X