GPT-5.1 (high) vs Ling-3.0-flash-VL

OpenAI · InclusionAI · catalog 2026-09-14

Ling-3.0-flash-VL beats GPT-5.1 (high): cheaper ($0.008 vs $1.341/M) and at least as smart (index 24.8 vs 24.7).

	GPT-5.1 (high)	Ling-3.0-flash-VL
Speed (tok/s)	99.5 measured	144.9 measured
Blended $/M	$1.341 derived	$0.008 derived_list_blend
Intelligence index	24.7 measured	24.8 measured
TTFT (ms)	3377 measured	224 measured
Context	400k list	131k list
Coding index	49 measured	57 measured
Agentic index	not measured for both

GPT-5.1 (high) card · Ling-3.0-flash-VL 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.