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GPT-6 Astra

OpenAI's most capable model for the hardest end-to-end work.

GPT-6 Astra is OpenAI's flagship, built for work that has to run from start to finish on its own: deep reasoning, heavy tool use, and long, complicated tasks.

  • Hardest problems
  • End-to-end work
  • Deep reasoning

Model details

Context window
1.1M tokens
Max output
128K tokens
Input
Text, images
Output
Text
Capabilities
Reasoning, Vision, Tool calling, Streaming, JSON output
Interfaces
OpenAI-style Chat Completions, Anthropic-style Messages, OpenAI-style Responses

Pricing

Prices use the units shown below. No gateway fees. Usage, size and model options may affect the total.

GPT-6 Astra pricing.
MetricPrice
/ 1M input tokens$10
/ 1M output tokens$50
/ 1M cached input tokens$1
/ 1M cache write tokens (5 min)$12.5
/ web search$0.01
/ 1M input tokens · Up to 272K input tokens$10
/ 1M output tokens · Up to 272K input tokens$50
/ 1M cached input tokens · Up to 272K input tokens$1
/ 1M cache write tokens (5 min) · Up to 272K input tokens$12.5
/ 1M input tokens · Above 272K input tokens$20
/ 1M output tokens · Above 272K input tokens$75
/ 1M cached input tokens · Above 272K input tokens$2
/ 1M cache write tokens (5 min) · Above 272K input tokens$25

Why teams pick it

  • OpenAI's most capable model for demanding work
  • Reasoning and tool use built in, with adjustable effort
  • Over 1M tokens of context

Call GPT-6 Astra

GPT-6 Astra answers on any of the APIs below — pick the one your code already speaks and just swap in your Cloakray key.

/v1/chat/completionsOpenAI-style Chat Completions · openai SDK or plain HTTP
curl https://api.cloakray.com/v1/chat/completions \
  -H "Authorization: Bearer ckr_..." \
  -H "Content-Type: application/json" \
  -d '{
  "model": "gpt-6-astra",
  "messages": [
    {
      "role": "user",
      "content": "Hello"
    }
  ]
}'
/v1/messagesAnthropic-style Messages · @anthropic-ai/sdk SDK or plain HTTP
curl https://api.cloakray.com/v1/messages \
  -H "Authorization: Bearer ckr_..." \
  -H "Content-Type: application/json" \
  -d '{
  "model": "gpt-6-astra",
  "max_tokens": 1024,
  "messages": [
    {
      "role": "user",
      "content": "Hello"
    }
  ]
}'
/v1/responsesOpenAI-style Responses · openai SDK or plain HTTP
curl https://api.cloakray.com/v1/responses \
  -H "Authorization: Bearer ckr_..." \
  -H "Content-Type: application/json" \
  -d '{
  "model": "gpt-6-astra",
  "input": "Hello"
}'

Conversation compaction is also available at POST /v1/responses/compact.

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