inclusionAI
inclusionAI Ling 3.0 Flash
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
- Context window
- 262Ktokens
- Max output
- 33Ktokens
- Input
- $0.021/ 1M
- Output
- $0.063/ 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",
messages=[{"role": "user", "content": "Hello!"}],
)
print(completion.choices[0].message.content)Cost
| Example request | Tokens | Cost |
|---|---|---|
| Short prompt | 1K in | $0.000021 |
| Typical chat turn | 1K in · 500 out | $0.000053 |
| Document analysis | 10K in · 2K out | $0.000336 |
| Long context | 100K in · 10K out | $0.00273 |
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?
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
How much does inclusionAI Ling 3.0 Flash cost?
inclusionAI Ling 3.0 Flash is priced at $0.021 per 1 million input tokens and $0.063 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 support streaming?
Yes, inclusionAI Ling 3.0 Flash 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?
inclusionAI Ling 3.0 Flash has a context window of 262K tokens (~197K words). Maximum output is 33K tokens.
Does inclusionAI Ling 3.0 Flash support function calling (tools)?
Yes, inclusionAI Ling 3.0 Flash supports function calling / tool use via NeuronGate's standard API.
How do I use inclusionAI Ling 3.0 Flash 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 in your requests. NeuronGate uses the OpenAI-compatible API format — set your base URL to https://neurongate.net/v1.