Model
Step 3.7 Flash
Intelligence rank
#22/238
70Speed rank
#53/238
1m 29sFastest hardware: NVIDIA RTX PRO 6000 Blackwell 96GB.
Quick Start
Variations
Intelligence / Disk Size
Verified model-weight disk size. Higher intelligence and lower disk size are better.
Intelligence ÷ Disk Size (GB).
- 1.09UD-IQ2_XXS
- 0.96UD-IQ2_M · unsloth/Step-3.7-Flash-GGUF
- 0.78IQ3_XXS · stepfun-ai/Step-3.7-Flash-GGUF
- 0.74Q3_K_M
- 0.67IQ4_XS
- 0.62Default · 0xSero/Step-3.7-Flash-148B
- 0.62Q4_K_S
- 0.62Q3_K_L
- 0.54MXFP4_MOE
Hardware
Cost / task speed
Hardware cost / task speed
Model variations
·5970
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.