OpenAI · Model
GPT-6 Astra pricing, context window and specs
GPT-6 Astra costs $10 per million input tokens and $50 per million output tokens, and reads up to 1,050,000 tokens per request. By blended price it is number 9 of OpenAI’s 10 current models here, counting from the cheapest.
- Input / 1M
- $10
- Output / 1M
- $50
- Cached / 1M
- $1
- Context
- 1,050,000
- Max output
- 128,000
- Released
- 2026-09-04
Estimate your cost with GPT-6 AstraCompare all OpenAI modelsCount tokens for GPT-6 Astra
Pricing
GPT-6 Astra API pricing
| Price per 1M tokens | Input | Output |
|---|---|---|
| Standard | $10 | $50 |
| Cached input (read) | $1 | – |
| Cache write | $12.50 | – |
| Batch API | $5 | $25 |
| Prompts of 272,000+ tokens | $20 | $75 |
Output costs 5.0× the input price, so long replies drive the bill more than long prompts. If your requests share a long fixed prefix, such as a system prompt or tool definitions, caching cuts that part to 10% of the normal input price. Once a single prompt reaches 272,000 tokens, the whole request is billed at the higher long-context rate shown above.
Examples
What GPT-6 Astra costs in practice
| Workload | Tokens in / out | Requests/day | Per request | Per month |
|---|---|---|---|---|
| Support chatbot50% cached | 1,500 / 400 | 1,000 | $0.0283 | $859.27 |
| RAG app20% cached | 6,000 / 500 | 500 | $0.0742 | $1,128 |
| Coding agent80% cached | 40,000 / 2,000 | 200 | $0.21 | $1,290 |
| Document summariserbatch | 8,000 / 600 | 300 | $0.055 | $501.88 |
Change any number in the cost calculator.
Context
Context window
GPT-6 Astra accepts up to 1,050,000 tokens per request, roughly 787,500 English words or 1,575 pages. That budget is shared between your prompt and the reply, and a single reply is capped at 128,000 tokens.
Filling the whole window with one prompt costs about $21.00 at list price, so for repeated long-document work, retrieval (sending only the relevant parts) or prompt caching is usually much cheaper.
Features
Capabilities
- Image input
- Yes
- Tool / function calling
- Yes
- Reasoning mode
- Yes
- Prompt caching
- Yes
- Structured output
- Yes
- Open weights
- No
- Accepts
- file, image, text
- Knowledge cutoff
- Not published
As declared by the provider’s API. It shows a feature exists, not how well it works.
API
GPT-6 Astra model ID
- OpenRouter
openai/gpt-6-astra- OpenAI API
gpt-6-astra(pinned)
OpenAI lists GPT-6 Astra as current. Every GPT model ID, with aliases and snapshots.
OpenAI
Where GPT-6 Astra sits in OpenAI’s line-up
Ranked by blended price (three parts input to one part output, $20 per 1M for GPT-6 Astra), it is number 9 of OpenAI’s 10 current models here, counting from the cheapest. One step down, GPT-5.5 costs $11.25 blended (44% less). It has the same published limits and features as GPT-6 Astra. One step up, GPT-5.5 Pro costs $67.50 (3.4× as much). It has the same published limits and features as GPT-6 Astra. See every OpenAI model and price
| Model | Input / 1M | Output / 1M | Context | Released |
|---|---|---|---|---|
| gpt-oss-120b | $0.037 | $0.17 | 131,072 | 2025-08-05 |
| GPT-6 Luna | $0.10 | $0.50 | 1,050,000 | 2026-09-22 |
| GPT-4o-mini | $0.15 | $0.60 | 128,000 | 2024-07-18 |
| GPT-5.4 Mini | $0.75 | $4.50 | 400,000 | 2026-03-17 |
| GPT-6.1 Sol | $2 | $10 | 1,050,000 | 2026-09-29 |
| GPT-4o | $2.50 | $10 | 128,000 | 2024-05-13 |
| GPT-5.6 Terra | $2 | $12 | 1,050,000 | 2026-07-09 |
| GPT-5.5 | $5 | $30 | 1,050,000 | 2026-04-24 |
| GPT-6 Astra (this page) | $10 | $50 | 1,050,000 | 2026-09-04 |
| GPT-5.5 Pro | $30 | $180 | 1,050,000 | 2026-04-24 |
OpenAI’s current models with a page here, cheapest first. Older and superseded models are listed on the provider page and in the comparison table.
Save
Cheaper alternatives
- Qwen3.8 Max (0902)Qwen85% cheaper
- GPT-6.1 SolOpenAI80% cheaper
- Claude Sonnet 5.5Anthropic80% cheaper
- Gemini 3.1 Pro PreviewGoogle78% cheaper
Current models from major providers, one per provider, that keep image input, tool calling, a reasoning mode, a usable context window and output limit. Compared by blended price.
Compare
Similarly priced models
- Claude Fable 5.1Anthropic$10 / $50
- Qwen3.8 Max PrimeQwen$4 / $12
- Nova Premier 1.0Amazon$2.50 / $12.50
- Gemini 3.1 Pro PreviewGoogle$2 / $12
- GLM 5.3 PrimeZ.ai$2.80 / $8.80
Current models from other major providers, closest blended price.
FAQ
GPT-6 Astra questions
How much does GPT-6 Astra cost?
GPT-6 Astra costs $10 per million input tokens and $50 per million output tokens, with cached input at $1. A typical chatbot reply (1,500 tokens in, 400 out) costs about $0.035. Use the LLM cost calculator for your own workload.
What is GPT-6 Astra’s context window?
1,050,000 tokens, about 787,500 English words or 1,575 printed pages, shared between your prompt and the reply. A single reply can be up to 128,000 tokens.
Does GPT-6 Astra support prompt caching and batch requests?
Yes, cached input is billed at $1 per million tokens (10% of the normal input price), and writing a prompt to the cache costs $12.50 per million tokens. A batch API is available at $5 input and $25 output per million tokens.
What are cheaper alternatives to GPT-6 Astra?
With the same essentials (image input and tool calling), the cheapest options are Qwen3.8 Max (0902) (85% cheaper), GPT-6.1 Sol (80% cheaper), Claude Sonnet 5.5 (80% cheaper). Cheaper doesn’t mean equivalent, so test them on your own prompts.
What is the API model ID for GPT-6 Astra?
On OpenRouter it is openai/gpt-6-astra. In OpenAI’s own API, use gpt-6-astra; OpenAI lists the model as current. The GPT model ID list has every alias and snapshot. Pass the ID as the model value in each request.
Is GPT-6 Astra open source?
No, GPT-6 Astra is only available through OpenAI’s API and partners; its weights aren’t published.