AI Model Catalog: 3 Models Compared — Pricing, Context & Benchmarks

Inclusionai: Ling 3.0 Flash VL T

Reasoning Tools JSON Open weights 28.7

Native multimodal hybrid MoE model for image and video understanding, reasoning, and visual agents

inclusionai/ling-3.0-flash-vl 2026-09-10 262.144K context $0.06/M input $0.18/M output

6 providers

Inclusionai: Ling 3.0 Flash Fin T

Reasoning Tools Open weights 27.9

Finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution

inclusionai/ling-3.0-flash-fin 2026-08-27 262.144K context $0.075/M input $0.22/M output

4 providers

Inclusionai: Ling 3.0 Flash T

Tools Open weights 19.3

Hybrid-linear MoE reasoning model with 124B total and 5.1B active parameters for efficient agents

inclusionai/ling-3.0-flash 2026-07-23 262.144K context $0.021/M input $0.063/M output

5 providers

Filterable model directory
Model	Creator	Score	Inputs	Context	Input	Output	Released
Ling 3.0 Flash VLinclusionai/ling-3.0-flash-vl	Inclusionai	28.7	T	262.144K	$0.06	$0.18	2026-09-10
Ling 3.0 Flash Fininclusionai/ling-3.0-flash-fin	Inclusionai	27.9	T	262.144K	$0.075	$0.22	2026-08-27
Ling 3.0 Flashinclusionai/ling-3.0-flash	Inclusionai	19.3	T	262.144K	$0.021	$0.063	2026-07-23