inclusionAI: Ling 3.0 Flash Fin - API in Egypt, billed in EGP
Liveling-3.0-flash-finLing 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment
Modality
Chat
Context window
262K tokens
Max output
16K tokens
Region
US
Weights
Open weights
Published
29 Sept 2026
Pricing
Input
3.44
EGP per 1M tokens
Output
10.31
EGP per 1M tokens
Monthly cost example
326.62 EGP
Illustrative estimate: 50M input + 15M output tokens per month at this model's catalog rates.
Use it via the API
inclusionAI: Ling 3.0 Flash Fin works with any OpenAI-compatible SDK — point the base URL at https://dev-backend.sovereigneg.com/v1 and use your SovereignEG API key.
Run inference
OpenAI-compatible — POST /v1/chat/completions — drop-in for any OpenAI SDK.
from openai import OpenAI
client = OpenAI(
base_url="https://dev-backend.sovereigneg.com/v1",
api_key="YOUR_API_KEY",
)
response = client.chat.completions.create(
model="ling-3.0-flash-fin",
messages=[
{"role": "user", "content": "What are some fun things to do in Cairo?"}
],
)
print(response.choices[0].message.content)import OpenAI from "openai"
const client = new OpenAI({
baseURL: "https://dev-backend.sovereigneg.com/v1",
apiKey: "YOUR_API_KEY",
})
const response = await client.chat.completions.create({
model: "ling-3.0-flash-fin",
messages: [
{ role: "user", content: "What are some fun things to do in Cairo?" },
],
})
console.log(response.choices[0].message.content)curl https://dev-backend.sovereigneg.com/v1/chat/completions \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "ling-3.0-flash-fin",
"messages": [
{"role": "user", "content": "What are some fun things to do in Cairo?"}
]
}'Frequently asked questions
How much does inclusionAI: Ling 3.0 Flash Fin cost?
3.44 EGP per 1M input tokens; 10.31 EGP per 1M output tokens. Billing is metered per token in Egyptian pounds (EGP), with no minimum commitment.
What is the context window of inclusionAI: Ling 3.0 Flash Fin?
inclusionAI: Ling 3.0 Flash Fin supports a context window of 262,144 tokens (262K), with up to 16,384 output tokens per response.
Where is inclusionAI: Ling 3.0 Flash Fin hosted?
inclusionAI: Ling 3.0 Flash Fin is served from US (US-hosted inference).
Is inclusionAI: Ling 3.0 Flash Fin an open-weights model?
Yes — inclusionAI: Ling 3.0 Flash Fin is an open-weights model. You call it through the SovereignEG API like any other catalog model, with per-token EGP billing.
How do I use inclusionAI: Ling 3.0 Flash Fin via the API?
inclusionAI: Ling 3.0 Flash Fin is available through the OpenAI-compatible SovereignEG API: point your SDK's base URL at https://dev-backend.sovereigneg.com/v1 and call /v1/chat/completions with model "ling-3.0-flash-fin" and your API key.