openai
OpenAI: GPT-6 Astra Pro (batch)
This AI model, OpenAI's GPT-6 Astra Pro, can process and generate text based on various input modalities, including files, images, and text itself. It can handle long contexts, up to 1,050,000 tokens, and supports tools for tasks such as reasoning. Those with budgets in the thousands of dollars per million tokens may consider this model due to its ability to handle complex inputs and provide structured outputs are not available (structured output is null). While benchmark coverage is currently lacking, its competitive price point may make it a viable option for some users.
Quality Score
95/100
price + capability + benchmarks
Input Price
$5.00
per 1M tokens · checked 2026-09-27
Output Price
$25.00
per 1M tokens · checked 2026-09-27
Context Window
1,050,000
tokens
- Model ID
- openai/gpt-6-astra-pro:batch
- Vendor
- openai
- Released
- September 2026
- Tokenizer
- GPT
- Input Modalities
- file, image, text
- Output Modalities
- text
- Max Output
- 128,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- yes
What it costs in practice
Computed from the current $5.00/M input and $25.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.19 |
| Classify 1,000 customer emails | 500k in / 50k out | $3.75 |
| A month of a busy support chatbot | 5M in / 2M out | $75.00 |
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Quick answers
- How much does OpenAI: GPT-6 Astra Pro (batch) cost?
- $5.00 per million input tokens and $25.00 per million output tokens.
- What is OpenAI: GPT-6 Astra Pro (batch)'s context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-6 Astra Pro (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-6 Astra Pro (batch) process images?
- Yes, it accepts image input.