inclusionAI
inclusionAI Ling 3.0 Flash VL
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
- Context window
- 131Ktokens
- Max output
- 33Ktokens
- Input
- $0.06/ 1M
- Output
- $0.18/ 1M
Quick start
from openai import OpenAI
client = OpenAI(
base_url="https://neurongate.net/v1",
api_key="sk-ng-your-api-key",
)
completion = client.chat.completions.create(
model="inclusionai/ling-3.0-flash-vl",
messages=[{"role": "user", "content": "Hello!"}],
)
print(completion.choices[0].message.content)Cost
| Example request | Tokens | Cost |
|---|---|---|
| Short prompt | 1K in | $0.00006 |
| Typical chat turn | 1K in · 500 out | $0.00015 |
| Document analysis | 10K in · 2K out | $0.00096 |
| Long context | 100K in · 10K out | $0.0078 |
Prices in USD. Billed per token actually used, from a balance prepaid in USDT, USDC, ETH or BTC.
Frequently asked questions
What is inclusionAI Ling 3.0 Flash VL?
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
How much does inclusionAI Ling 3.0 Flash VL cost?
inclusionAI Ling 3.0 Flash VL is priced at $0.06 per 1 million input tokens and $0.18 per 1 million output tokens when accessed via NeuronGate. You pay per token — no subscriptions required. Top up with crypto (USDT, USDC, ETH, BTC).
Does inclusionAI Ling 3.0 Flash VL support streaming?
Yes, inclusionAI Ling 3.0 Flash VL supports streaming responses via NeuronGate's API. Use the standard "stream": true parameter in your request.
What is the context window of inclusionAI Ling 3.0 Flash VL?
inclusionAI Ling 3.0 Flash VL has a context window of 131K tokens (~98K words). Maximum output is 33K tokens.
Does inclusionAI Ling 3.0 Flash VL support function calling (tools)?
Yes, inclusionAI Ling 3.0 Flash VL supports function calling / tool use via NeuronGate's standard API.
How do I use inclusionAI Ling 3.0 Flash VL with NeuronGate?
Create a NeuronGate account, top up your balance with crypto, generate an API key, and use the model id inclusionai/ling-3.0-flash-vl in your requests. NeuronGate uses the OpenAI-compatible API format — set your base URL to https://neurongate.net/v1.