// Hardware hub
Neuro-Hardware capability
CAN YOU RUN IT?
The definitive diagnostic for ComfyUI hardware. Score your GPU, see model fit at a glance, and plan upgrades without guesswork.
Capability Diagnostic
Running on Laptop?
Mobile TDP and thermal scaling
Strategic Recommendation
Mid-Range Creator
The 'Utility Floor' for local AI build. A workstation with 16GB VRAM is the minimum we recommend for a seamless ComfyUI experience with Flux Dev.
VIEW LOCAL BUILDSimage
Flux Dev
12.1GB VRAM REQ
Estimated: enough VRAM
image
SDXL 1.0
6.5GB VRAM REQ
Estimated: enough VRAM
video
LTX Video 2.3 22B
24.5GB VRAM REQ
Estimated: enough VRAM
Inference Potential
S-TIER
100/100
"Based on core VRAM throughput and thermal architectural efficiency."
Build with ComputeAtlas
Planning a dedicated AI workstation? ComputeAtlas offers pre-configured builds designed for local inference workloads.
EXPLORE PRO BUILDS// Benchmarks
Real-World Benchmarks
Estimated inference speeds from registry data
| GPU | Model | Res | Speed | Precision |
|---|---|---|---|---|
| RTX 5090 | FLUX Dev FP8 | 1024×1024 | 14.6 img/m | FP8 |
| RTX 5080 | FLUX Dev FP8 | 1024×1024 | 7.4 img/m | FP8 |
| RTX 4090 | FLUX Dev FP8 | 1024×1024 | 6.5 img/m | FP8 |
| Apple M4 Max | FLUX Dev FP8 | 1024×1024 | 3.8 img/m | MPS |