# Ling-3.0-flash-VL

> Ling-3.0-flash-VL is inclusionAI's native multimodal instruct model, a 124B-parameter Mixture-of-Experts model with roughly 5.5B activated parameters per token. Built on Ling-3.0-flash, it adds native image and video understanding (up to 256K context) for visual reasoning, document and chart reading, and agentic GUI tasks. Distinct from the text-only inclusionai/ling-3.0-flash listing. OpenRouter withdrew the :free SKU, so there is no platform free pool left and this listing is BYOK-only on the paid OpenRouter slug; the `:free` id remains an alias for it.

**ID**: `inclusionai/ling-3.0-flash-vl`  
**Creator**: inclusionai  
**Category**: text  
**Context**: 262K tokens  
**Pricing**: $0.02 / $0.06 per 1M · billed by your provider (BYOK)  
**Released**: 2026-09-10  
**Web page**: https://anyrouter.dev/model/inclusionai/ling-3.0-flash-vl

**Input modalities**: text, image, video  
**Output modalities**: text  

**Tokenizer**: Ling

**Capabilities**: chat, streaming, function-calling, vision, reasoning, coding, agentic

**Supported parameters**: max_tokens, temperature, top_p, stop, frequency_penalty, presence_penalty, tools, tool_choice, reasoning, include_reasoning

**Aliases**: `inclusionai/ling-3.0-flash-vl:free`

## Usage

**Endpoint**: `POST https://anyrouter.dev/api/v1/chat/completions`

```bash
curl https://anyrouter.dev/api/v1/chat/completions \
  -H "Authorization: Bearer $ANYROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "inclusionai/ling-3.0-flash-vl",
  "messages": [
    {
      "role": "user",
      "content": "Say hi in 3 words."
    }
  ]
}'
```

## Providers

| Provider | Input | Output |
| --- | --- | --- |
| openrouter-byok | $0.02/M (list) | $0.06/M (list) |
| vercel-byok | $0.07/M (list) | $0.22/M (list) |

BYOK routes are billed by your own provider key — AnyRouter charges $0. Rates marked (list) are the provider's published list price.

## Source

- Upstream docs: https://huggingface.co/inclusionAI/Ling-3.0-flash-VL