How do I access Pareto from inside Iran?

Create an account on Hormouz and generate an API key. Hormouz provides a stable path to the model from inside Iran, with no foreign credit card or circumvention tooling required.

Is Pareto compatible with OpenAI code?

Yes. Hormouz exposes an OpenAI-compatible API. Point your base URL at Hormouz and swap in your Hormouz key. Your existing SDKs and code run without a rewrite.

What context window and capabilities does Pareto have?

It has a 262K-token context window, accepts text and image input, and supports tool calling, structured JSON output and streaming.

Pareto: AI model

Pareto is a multimodal composite model for research, coding and agents from Unbiased with a 262K-token context window. Reachable from inside Iran through Hormouz.

Context window:: 262,144 tokens
Input:: $2.5/1M tokens
Output:: $7.5/1M tokens
Type:: text, image

Vision
Tools
Streaming
Long context

Pareto is a composite model: it combines several underlying models behind one endpoint to reach frontier-level answers on research, coding and agent workflows, and it does well on general-purpose tasks too. It accepts multimodal input. This is the stable release; a preview of the next version is available separately for teams that want to test ahead.

It accepts text and image input and returns text, and supports tool calling, structured JSON output and streaming. Pareto is commonly used for research assistants, agentic coding, analysis of documents and images, and general-purpose assistants. Hormouz serves it behind an OpenAI-compatible API: point your base URL at Hormouz, drop in a Hormouz key, and existing OpenAI SDK code runs without changes.

Pricing is usage-based: $2.5 per million input tokens and $7.5 per million output tokens. There is no fixed monthly fee, and you pay only for the tokens you use. Hormouz provides stable access to the model from inside Iran, with no foreign credit card or circumvention tooling required.

Pareto is a multimodal composite model built for research, coding, and agentic workflows, while delivering frontier-level performance across a broad range of general-purpose tasks.

Quickstart

curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "unbiased/pareto",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Specs

Vendor	Unbiased
Type	Text, Image
Context window	262,144 tokens
Pricing	$2.50/M in · $7.50/M out
API	Chat Completions
Capabilities	Streaming · Vision · Tools

Code example

cURL

curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "unbiased/pareto",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Python

from openai import OpenAI
client = OpenAI(api_key="ng-YOUR_API_KEY", base_url="https://api.hormouz.net/v1")
response = client.chat.completions.create(
    model="unbiased/pareto",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)

JavaScript

import OpenAI from "openai";
const client = new OpenAI({ apiKey: "ng-YOUR_API_KEY", baseURL: "https://api.hormouz.net/v1" });
const response = await client.chat.completions.create({
  model: "unbiased/pareto",
  messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);

Buy the Pareto API, paid in rial

Buy credit with an Iranian bank card; no foreign card or account needed.
One Hormouz key reaches Pareto and 600+ other models, and you pay only for what you use.
No VPN and no risk of a banned account; just change the base URL to api.hormouz.net/v1.

Create an account

Use via Hormouz

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FAQ

How much does Pareto cost?: Pricing is usage-based: $2.5 per million input tokens and $7.5 per million output tokens. There is no fixed monthly fee, and you pay only for the tokens you use.
How do I access Pareto from inside Iran?: Create an account on Hormouz and generate an API key. Hormouz provides a stable path to the model from inside Iran, with no foreign credit card or circumvention tooling required.
Is Pareto compatible with OpenAI code?: Yes. Hormouz exposes an OpenAI-compatible API. Point your base URL at Hormouz and swap in your Hormouz key. Your existing SDKs and code run without a rewrite.
What context window and capabilities does Pareto have?: It has a 262K-token context window, accepts text and image input, and supports tool calling, structured JSON output and streaming.
What is Pareto good for?: Typical uses are research assistants, agentic coding, analysis of documents and images, and general-purpose assistants.

Updated 2026-10-13