GPT-5.4 mini (medium) vs Step 3.7 Flash

OpenAI · StepFun · catalog 2026-09-14

Trade-off: Step 3.7 Flash is cheaper ($0.183 vs $0.649/M); GPT-5.4 mini (medium) scores higher on intelligence (19.7 vs 19.5).
GPT-5.4 mini (medium)Step 3.7 Flash
Speed (tok/s)175.2 measured96 measured
Blended $/M$0.649 derived$0.183 derived
Intelligence index19.7 measured19.5 measured
TTFT (ms)286 measured274 measured
Context—262k list
Coding indexnot measured for both
Agentic indexnot measured for both

GPT-5.4 mini (medium) card · Step 3.7 Flash card · 3D observatory

Verdicts use price×intelligence dominance only, and only where both sides are measured; null cells stay null with their provenance (em-dash = not in catalog). Percentile-free by design — this page compares two models, not the field. Generated page — do not hand-edit.