# Ling-3.0-flash

> Ling-3.0-flash is inclusionAI's instant (instruct) model, a 124B-parameter Mixture-of-Experts model with roughly 5.1B activated parameters per token. It is designed with token efficiency and production-scale agentic inference as key priorities, delivering fast responses and strong execution across coding, document processing, and lightweight agent workflows. Served free via Novita's own $0 pricing, with BYOK as a fallback.

**ID**: `inclusionai/ling-3.0-flash`  
**Creator**: inclusionai  
**Category**: text  
**Context**: 262K tokens  
**Pricing**: $0.02 / $0.06 per 1M · billed by your provider (BYOK)  
**Released**: 2026-07-20  
**Web page**: https://anyrouter.dev/model/inclusionai/ling-3.0-flash

**Input modalities**: text  
**Output modalities**: text  

**Tokenizer**: Ling

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

## 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",
  "messages": [
    {
      "role": "user",
      "content": "Say hi in 3 words."
    }
  ]
}'
```

## Providers

| Provider | Input | Output |
| --- | --- | --- |
| aihubmix-byok | $0.06/M (list) | $0.18/M (list) |
| openrouter-byok | $0.02/M (list) | $0.06/M (list) |
| hermes-agent-byok | $0.02/M (list) | $0.06/M (list) |
| nousresearch-byok | $0.02/M (list) | $0.06/M (list) |
| vercel-byok | $0.02/M (list) | $0.06/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