---
title: OpenAI: GPT 6 Astra Pro (batch) | Text Generation | ModelsLab
description: Build with OpenAI: GPT 6 Astra Pro (batch) API by OpenAI. Text generation, chat, code, and reasoning. Plans from $21/month.
url: https://modelslab.com/models/openai/openai-gpt-6-astra-pro-batch.md
canonical: https://modelslab.com/models/openai/openai-gpt-6-astra-pro-batch
type: product
component: Playground/LLM/Index
generated_at: 2026-09-09T21:33:10.078323Z
---

OpenAI: GPT-6 Astra Pro (batch)
---

 [LLMs.txt](https://modelslab.com/models/openai/openai-gpt-6-astra-pro-batch/llms.txt) [.md](https://modelslab.com/models/openai/openai-gpt-6-astra-pro-batch.md)

OpenAI: GPT-6 Astra Pro (batch)
---

Choose a prompt below to get started or type your own message

 Explain quantum computing in simple terms

 Write a Python function to sort a list

 Create a marketing email for a SaaS product

 Compare REST vs GraphQL APIs

images, PDFs and text files

Send

### OpenAI: GPT-6 Astra Pro (batch)

openai openai-gpt-6-astra-pro-batch

Copy model ID

PricingInput $5.00 / 1M tokens

Output $25.00 / 1M tokens

API EndpointsOpenAI Compatible

`https://modelslab.com/api/v7/llm/chat/completions`Endpoint

Anthropic Compatible

`https://modelslab.com/api/v7/llm/v1/messages`Messages

`https://modelslab.com/api/v7/llm/v1/messages/count_tokens`Count Tokens

`https://modelslab.com/api/v7/llm/v1/models`Models

Use with Claude Code

cURL Example

ParametersSystem MessageYou are a helpful AI assistant specialized in providing accurate and detailed responses.

Temperature0.7

Max Tokens4000

Top P0.9

Frequency Penalty0

Presence Penalty0

Thinkinglow

lowmediumhigh

Deeper thinking spends more of the Max Tokens budget before the answer starts.

Model Info

Support

Looking for something different?
---

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### Better quality

Newer flagship models that generally produce stronger results.

[![GPT 5.2](https://images.modelslab.sh/?Image=https://assets.modelslab.ai/generations/2bdd00f4-1692-49d8-a562-72cb1753d0ff.png)](https://modelslab.com/models/openai/gpt-5.2)[OpenAI](https://modelslab.com/models/openai)

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### Lower cost per run

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About OpenAI: GPT-6 Astra Pro (Batch)
---

GPT-6 Astra Pro is the same underlying model as \[GPT-6 Astra\](https://openrouter.ai/openai/gpt-6-astra), served with reasoning.mode set to pro for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoningreasoning-mode

### Technical Specifications

Model IDopenai-gpt-6-astra-pro-batch

CategoryLLM Models

TaskText Generation

Price$15 per million tokens

AddedSeptember 4, 2026

### Key Features

- Chat completion and multi-turn conversation API
- Streaming response with token-by-token output
- Function calling and tool use support
- System prompts and role-based messaging
- JSON mode and structured output

### Quick Start

Integrate OpenAI: GPT-6 Astra Pro (Batch) into your application with a single API call. Get your API key from the [pricing page](https://modelslab.com/pricing) to get started.

PythonJavaScriptcURLPHP

```
<code>import requests
import json

url = "https://modelslab.com/api/v7/llm/chat/completions"

headers = {
    "Content-Type": "application/json"
}

data = {
        "model_id": "openai-gpt-6-astra-pro-batch",
        "messages": [
            {
                "role": "user",
                "content": "Hello!"
            }
        ],
        "max_tokens": 1000,
        "key": "YOUR_API_KEY"
    }

try:
    response = requests.post(url, headers=headers, json=data)
    response.raise_for_status()  # Raises an HTTPError for bad responses (4XX or 5XX)
    result = response.json()
    print("API Response:")
    print(json.dumps(result, indent=2))
except requests.exceptions.HTTPError as http_err:
    print(f"HTTP error occurred: {http_err} - {response.text}")
except Exception as err:
    print(f"Other error occurred: {err}")</code>
```

### Pricing

OpenAI: GPT-6 Astra Pro (Batch) API costs $15 per million tokens. Pay only for what you use with no minimum commitments. [View pricing plans](https://modelslab.com/pricing)

### Use Cases

- AI chatbots and virtual assistants
- Code generation and developer tools
- Content writing and copywriting automation
- Data analysis, summarization, and extraction

[Browse LLM Models](https://modelslab.com/models?feature=llmaster) [More from OpenAI](https://modelslab.com/models/open_router) [View Pricing](https://modelslab.com/pricing)

OpenAI: GPT-6 Astra Pro (Batch) FAQ
---

### What is OpenAI: GPT-6 Astra Pro (Batch)?

GPT-6 Astra Pro is the same underlying model as \[GPT-6 Astra\](https://openrouter.ai/openai/gpt-6-astra), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode

### How do I use the OpenAI: GPT-6 Astra Pro (Batch) API?

You can integrate OpenAI: GPT-6 Astra Pro (Batch) into your application with a single API call. Sign up on ModelsLab to get your API key, then use the model ID "openai-gpt-6-astra-pro-batch" in your API requests. We provide SDKs for Python, JavaScript, and cURL examples in the API documentation.

### How much does OpenAI: GPT-6 Astra Pro (Batch) cost?

OpenAI: GPT-6 Astra Pro (Batch) costs $15 per million tokens. ModelsLab plans start at $21/month (Basic), and the $149/month Open Source plan includes unlimited generation on open-source models.

### What is the OpenAI: GPT-6 Astra Pro (Batch) model ID?

The model ID for OpenAI: GPT-6 Astra Pro (Batch) is "openai-gpt-6-astra-pro-batch". Use this ID in your API requests to specify this model.

### Do I need a paid plan to use OpenAI: GPT-6 Astra Pro (Batch)?

Yes. ModelsLab is subscription-based with no free tier — plans start at $21/month (Basic, 3,250 API calls). The $149/month Open Source Unlimited plan includes unlimited generation across open-source models; premium third-party models are billed per call from your wallet.

---

*This markdown version is optimized for AI agents and LLMs.*

**Links:**
- [Website](https://modelslab.com)
- [API Documentation](https://docs.modelslab.com)
- [Blog](https://modelslab.com/blog)

---
*Generated by ModelsLab - 2026-09-10*