Model
Gemma 4 12B It
Intelligence rank
#81/238
52Speed rank
#40/238
1m 10sFastest hardware: NVIDIA GeForce RTX 5090 32GB.
Quick Start
Variations
Intelligence / Disk Size
Verified model-weight disk size. Higher intelligence and lower disk size are better.
Intelligence ÷ Disk Size (GB).
- 7.28q4km
- 4.15Default · google/gemma4-12b-it-qat-w4a16-ct
- 4.11Default · Draft Model · k=4 · google/gemma-4-12B-it-qat-w4a16-ct
- 1.92Default · google/gemma4-12b-it
- 1.90Default · Draft Model · k=4 · google/gemma-4-12B-it
Hardware
Cost / task speed
Hardware cost / task speed
Model variations
·4251
Any intelligenceEach coloured line is that variation’s cost / task-speed Pareto frontier. Global is the frontier across every qualifying variation; every point is still one original measured configuration.