inclusionAIPaidOperational
Ling 3.1 Flash
API model name: ling-3.1-flash
Ling 3.1 Flash is inclusionAI's chat model, served on the Api.Airforce unified API. Capabilities include Tool calling. It is priced at $0.09 per million input tokens and $0.26 per million output tokens. That is below the provider's $0.08 official input rate. Access it through the OpenAI-compatible API with one key, alongside 100+ other models on Api.Airforce.
Pricing
Api.Airforce price vs. the provider's official rate.
Specifications
- Provider
- inclusionAI
- Type
- chat model
Capabilities
Tool calling
What is Ling 3.1 Flash used for?
- Chatbots & assistants — conversational AI, drafting, summarizing and Q&A.
- Agents & automation — function calling and tool use for multi-step workflows.
Ling 3.1 Flash vs. similar models
| Model | Intelligence | Context | Input / 1M | Output / 1M |
|---|---|---|---|---|
| Ling 3.1 Flash | — | — | $0.09 | $0.26 |
| Ling 3.0 Flash | — | — | $0.04 | $0.08 |
| Ling 3.0 Flash VL | — | — | $0.07 | $0.20 |
| Gemini 3.7 Flash | 39.6 | — | $0.36 | $1.77 |
Prices are Api.Airforce pay-as-you-go rates per 1M tokens. Context is the maximum input length.
Related models
Ling 3.0 FlashinclusionAI · $0.04 / 1MLing 3.0 Flash VLinclusionAI · $0.07 / 1MGemini 3.7 FlashGoogle · $0.36 / 1MGemini 3.8 FlashGoogle · $0.08 / 1MGemini 4 ArgonGoogle · $2.01 / 1MGemini Embedding 001Google · $0.09 / 1MGemini Embedding 2Google · $0.10 / 1MGemini Embedding 2 PreviewGoogle · $0.20 / 1MGemini FlashGoogleGemini Flash LatestGoogle · $0.38 / 1MGemini Flash Lite LatestGoogle · $0.13 / 1MGemini Omni Flash PreviewGoogle · $1.58 / 1M
Ling 3.1 Flash — frequently asked questions
- How much does Ling 3.1 Flash cost?
- Ling 3.1 Flash is billed pay-as-you-go at $0.09 per 1M input tokens and $0.26 per 1M output tokens. There is no subscription — you only pay for what you use.
- What can Ling 3.1 Flash do?
- Ling 3.1 Flash supports Tool calling.
- Is Ling 3.1 Flash free to use?
- Ling 3.1 Flash is a paid, pay-as-you-go model — no subscription, you are only charged for usage.
- How do I use Ling 3.1 Flash via the API?
- Ling 3.1 Flash is OpenAI-compatible. Point any OpenAI SDK at https://api.airforce/v1 and pass the model ID ling-3.1-flash with your Api.Airforce API key.
- Who makes Ling 3.1 Flash?
- Ling 3.1 Flash is inclusionAI's chat model, served through the unified Api.Airforce gateway alongside 100+ other models.
Loading live metrics…
Loading live metrics…
Loading live metrics…
Use Ling 3.1 Flash via the API
OpenAI-compatible — point any OpenAI SDK at https://api.airforce/v1 and pass ling-3.1-flash as the model.
cURL
curl https://api.airforce/v1/chat/completions \
-H "Authorization: Bearer $AIRFORCE_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "ling-3.1-flash",
"messages": [{ "role": "user", "content": "Hello!" }]
}'Python
from openai import OpenAI
client = OpenAI(base_url="https://api.airforce/v1", api_key="$AIRFORCE_API_KEY")
r = client.chat.completions.create(
model="ling-3.1-flash",
messages=[{"role": "user", "content": "Hello!"}],
)
print(r.choices[0].message.content)JavaScript
import OpenAI from "openai";
const client = new OpenAI({ baseURL: "https://api.airforce/v1", apiKey: process.env.AIRFORCE_API_KEY });
const r = await client.chat.completions.create({
model: "ling-3.1-flash",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(r.choices[0].message.content);