GPT-5.6 Sol (Non-reasoning) vs Solar Pro 4

OpenAI · Upstage · catalog 2026-09-14

Trade-off: Solar Pro 4 is cheaper ($0.222 vs $3.08/M); GPT-5.6 Sol (Non-reasoning) scores higher on intelligence (28.3 vs 28.2).
GPT-5.6 Sol (Non-reasoning)Solar Pro 4
Speed (tok/s)61.7 measured60.9 measured
Blended $/M$3.08 derived$0.222 derived
Intelligence index28.3 measured28.2 measured
TTFT (ms)118 measured216 measured
Context—524k list
Coding index65 measured53 measured
Agentic indexnot measured for both

GPT-5.6 Sol (Non-reasoning) card · Solar Pro 4 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.