Evidence
Benchmark results
RTX 3060 Ti · Deterministic reruns · 0 NaN / 0 Inf across documented validation paths.
186M
outputs / J · quick
0 / 0
NaN / Inf
PASS
Determinism
Hardware
RTX 3060 Ti
Consumer-accessible reference hardware. All tiers measured at D=1000. Determinism verified across repeated runs.
Quick
186M
outputs / joule
- Latency
- 5.755 ms
- Depth
- D=1000
- Determinism
- PASS
- NaN / Inf
- 0 / 0
Standard
187M
outputs / joule
- Latency
- 5.809 ms
- Depth
- D=1000
- Determinism
- PASS
- NaN / Inf
- 0 / 0
Premium
98M
outputs / joule
- Latency
- 11.174 ms
- Depth
- D=1000
- Determinism
- PASS
- NaN / Inf
- 0 / 0
Reading
How to use these numbers
Figures are tier-bound, hardware-bound, and scope-bound. A pilot delivers the same class of packet on your corpus — not a guarantee of identical ms/J on every GPU.