ling-3.0-flash-fin - API in Egypt, billed in EGP

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Ling-3.0-flash-Fin is the first finance-enhanced model in the Ant Ling family. Developed by Ant Group with leading financial institutions and domain experts, it extends Ling-3.0-flash through continued training on high-quality financial data.

Modality

Chat

Context window

262K tokens

Max output

16K tokens

Region

US

Published

04 Sept 2026

Pricing

Input

3.37

EGP per 1M tokens

Output

10.11

EGP per 1M tokens

Monthly cost example

320.3 EGP

Illustrative estimate: 50M input + 15M output tokens per month at this model's catalog rates.

Use it via the API

ling-3.0-flash-fin works with any OpenAI-compatible SDK — point the base URL at https://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://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)

Frequently asked questions

How much does ling-3.0-flash-fin cost?

3.37 EGP per 1M input tokens; 10.11 EGP per 1M output tokens. Billing is metered per token in Egyptian pounds (EGP), with no minimum commitment.

What is the context window of ling-3.0-flash-fin?

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 ling-3.0-flash-fin hosted?

ling-3.0-flash-fin is served from US (US-hosted inference).

How do I use ling-3.0-flash-fin via the API?

ling-3.0-flash-fin is available through the OpenAI-compatible SovereignEG API: point your SDK's base URL at https://backend.sovereigneg.com/v1 and call /v1/chat/completions with model "ling-3.0-flash-fin" and your API key.