---
id: "inclusionai/ling-3.0-flash-vl"
also: ["inclusionai/ling-3.0-flash-vl-20260910", "inclusionAI/Ling-3.0-flash-VL", "hf/inclusionAI/Ling-3.0-flash-VL", "vercel/inclusionai/ling-3.0-flash-vl"]
cheapest_list_usd_per_m: "0.06 in, 0.18 out, at deepinfra/fp16 on openrouter"
cheapest_effective_usd_per_m: "0.0283 in, 0.1772 out, at deepinfra/fp16 on openrouter"
context: 131072
max_output: 32768
input: ["text", "image", "video"]
output: ["text"]
released: "2026-09-10"
api: ["/api/v1/chat/completions", "/api/v1/completions", "/api/v1/messages", "/api/v1/responses"]
params: ["frequency_penalty", "include_reasoning", "logit_bias", "max_tokens", "min_p", "presence_penalty", "reasoning", "repetition_penalty", "response_format", "seed", "stop", "structured_outputs", "temperature", "tool_choice", "tools", "top_k", "top_p"]
endpoints: 5
gateways: "hf (2), vercel (2), openrouter (1)"
no_training: 1
trains: 0
retains_prompts: 0
coding: 57
agentic: 28.7000
---
# inclusionAI: Ling 3.0 Flash VL

Ling 3.0 Flash VL builds on Ling 3.0 Flash with stronger language capabilities, native visual perception, and visual agent capabilities. It supports text, image, and video inputs with text output, reasoning, and function calling.