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OpenAI: GPT-6 Astra Pro

Source description (English)

GPT-6 Astra Pro is the same underlying model as 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

Overview

Model specifications

Context
1,050,000 tokens
Maximum output
128,000 tokens
Architecture
text+image+file->text
Tokenizer
GPT
Knowledge cutoff
Not provided
Moderated
Yes
OPENROUTER

Complete pricing

Synchronized OpenRouter rates. Token prices are shown per one million tokens.

Input
$10
per 1M tokens
  • ≤272K$10
  • >272K$20
Output
$50
per 1M tokens
  • ≤272K$50
  • >272K$75
Cache read
$1
per 1M tokens
  • ≤272K$1
  • >272K$2
Cache write
$12.5
per 1M tokens
  • ≤272K$12.5
  • >272K$25
Web search
$10
per 1,000 calls
API

Model configuration

Reasoning

Reasoning required
Yes
Default parameters
medium
Capabilities
max, xhigh, high, medium, low
API

Quick start

Set OPENROUTER_API_KEY locally. Python requires requests; JavaScript runs in Node.js. Keep the key on the server.

API documentation

curl --fail-with-body https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"openai/gpt-6-astra-pro","messages":[{"role":"user","content":"Hello!"}]}'
Capabilities

InputOutput

Input
fileimagetext
Output
text
Reasoning

Yes · max · xhigh · high · medium · low

API

Supported API parameters

include_reasoningmax_completion_tokensmax_tokensreasoningreasoning_effortresponse_formatseedstructured_outputstool_choicetools
Available providers

5 providers

Checked: September 8, 2026

Live providers on OpenRouter

Provider availability, latency, throughput and routing can change continuously. Open the source page for current operational data.

OpenRouter

OpenAI

Not provided
Context
1.1M
Maximum output
128K
Input
$5
Output
$25
Cache read
$0.5
Cache write
$6.25

Azure

Not provided
Context
1.1M
Maximum output
128K
Input
$10
Output
$50
Cache read
$1
Cache write
$12.5

OpenAI

Not provided
Context
1.1M
Maximum output
128K
Input
$10
Output
$50
Cache read
$1
Cache write
$12.5

Azure

Not provided
Context
1.1M
Maximum output
128K
Input
$11
Output
$55
Cache read
$1.1
Cache write
$13.75

OpenAI

Not provided
Context
1.1M
Maximum output
128K
Input
$20
Output
$100
Cache read
$2
Cache write
$25
openai

4 models

All models
openai logoopenai

OpenAI: GPT-6 Astra

GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon...

Context
1.1M
Input
file · image · text
Output
text
Input: $10Output: $50per 1M tokens
View model details
openai logoopenai

OpenAI: GPT-6 Astra (batch)

GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon...

Context
1.1M
Input
file · image · text
Output
text
Input: $5Output: $25per 1M tokens
View model details
openai logoopenai

OpenAI: GPT-6 Astra Pro (batch)

GPT-6 Astra Pro is the same underlying model as 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

Context
1.1M
Input
file · image · text
Output
text
Input: $5Output: $25per 1M tokens
View model details
openai logoopenai

OpenAI: GPT Transcribe

GPT Transcribe is a high-accuracy speech-to-text model from OpenAI. It is suited for recorded audio, streamed file transcription, and committed Realtime turns, with free-form context, keyword hints, and multiple language...

Context
Not provided
Input
audio
Output
transcription
Audio seconds: $0.0045 per minute
View model details