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GPT-6 Astra Pro

openai/gpt-6-astra-pro

GPT-6 Astra Pro is the same GPT-6 Astra model, OpenAI's most capable GPT-6 tier, served in OpenAI's pro reasoning mode rather than as different weights. In pro mode the model does more work on each request before returning one final answer, which OpenAI suggests for complex optimization, high-value coding or review, and deep analysis. Expect higher latency and token usage than standard Astra, so reserve it for problems where a marginal quality gain changes the outcome.

Input price
$10.00USD / 1M tokens
Output price
$50.00USD / 1M tokens
Context window
1.1M
Max output
128K
Production route

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Playground

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Input⌘ / Ctrl + Enter

Try a prompt

1.1M context128K max outputVision
Input$10.00/MOutput$50.00/MCache read$1.00/MCache write$12.50/M
OutputReady

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Choose an example or write a prompt, then click Run.

Model card

Specifications

Pricing

Input
$10 / 1M tokens
Output
$50 / 1M tokens
Cache read
$1 / 1M tokens
Cache write
$12.50 / 1M tokens

Context & modalities

Context window
1,050,000 tokens
Max output
128,000 tokens
Input
Text, image
Output
Text

Capabilities

Chat
Supported
Vision
Supported
Reasoning
Supported
Structured output
Supported
Function calling
Supported
Audio input
Not supported

Access

Provider
OpenAI
Model ID
openai/gpt-6-astra-pro
Execution
sync
Base URL
https://api.sandbase.ai
API
Responses API
Endpoint
/v1/responses
API
Chat Completions API
Endpoint
/v1/chat/completions

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Send your first request

Choose either supported API with unified authentication and usage tracking.

Production API
Responses API endpoint
https://api.sandbase.ai/v1/responses
Model ID
openai/gpt-6-astra-pro
# The quoted heredoc keeps Unicode and shell metacharacters unchanged.
result=$(curl --fail-with-body --silent \
  -X POST "https://api.sandbase.ai/v1/responses" \
  -H "Authorization: Bearer $SANDBASE_API_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'SANDBASE_JSON'
{
  "model": "openai/gpt-6-astra-pro",
  "input": "Hello",
  "max_output_tokens": 2048
}
SANDBASE_JSON
)
printf '%s\n' "$result"

Choose your model

Compare models

All language models
ModelContextInput / 1MOutput / 1MReleased
GPT-6 Astra ProThis model
OpenAI
1.1M$10.00$50.00Sep 4, 2026
OpenAI1.1M$2.00$10.00Sep 29, 2026
OpenAI1.1M$2.00$10.00Sep 29, 2026
OpenAI1.1M$0.10$0.50Sep 22, 2026
OpenAI1.1M$0.10$0.50Sep 22, 2026
OpenAI1.1M$2.00$10.00Sep 22, 2026

Questions

FAQ

How do I call OpenAI GPT-6 Astra Pro through SandBase?

Create a SandBase API key, then send requests with the model ID "openai/gpt-6-astra-pro" to Responses API (/v1/responses) or Chat Completions API (/v1/chat/completions) at https://api.sandbase.ai. The request examples on this page show the exact payload.

How much does OpenAI GPT-6 Astra Pro cost?

$10 per 1M input tokens and $50 per 1M output tokens, billed per request from your SandBase balance. Discounts, when available, are shown in the pricing on this page.

What is the context window of OpenAI GPT-6 Astra Pro?

1.1M tokens of context, with up to 128K output tokens per response.

Which features does OpenAI GPT-6 Astra Pro support?

OpenAI GPT-6 Astra Pro supports vision (image input), reasoning, function calling, structured output. See Specifications above for the full list.

Do I need a separate OpenAI account?

No. One SandBase API key and balance gives you access to OpenAI GPT-6 Astra Pro and the other models in the catalog; you do not need to sign up with OpenAI separately.