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

Live
inclusionAI

The multimodal version built on Ling-3.0-flash — 124B total / ~5.5B active per token, with native text, image, and video understanding. It’s mainly designed for multimodal agentic workflows, long-context understanding, and multi-step reasoning.

Modality

Chat

Context window

131K tokens

Max output

16K tokens

Region

US

Published

09 Sept 2026

Pricing

Input

3.36

EGP per 1M tokens

Output

10.08

EGP per 1M tokens

Monthly cost example

319.24 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-vl 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-vl",
    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-vl cost?

3.36 EGP per 1M input tokens; 10.08 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-vl?

ling-3.0-flash-vl supports a context window of 131,072 tokens (131K), with up to 16,384 output tokens per response.

Where is ling-3.0-flash-vl hosted?

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

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

ling-3.0-flash-vl 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-vl" and your API key.