OpenAI: GPT-6 Astra Pro (batch)

openai/gpt-6-astra-pro-batch

GPT-6 Astra Pro is the same underlying model as [GPT-6 Astra](https://openrouter.ai/openai/gpt-6-astra), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks.

Modalities
In / out per 1M$5.00 / $25
Context1M
ReleasedSep 4, 2026

Providers

6 providers serve this model upstream.

Providers serving this model
ProviderInput /MOutput /MCache read /MLatency P50Throughput P50Uptime
OpenAI$5.00$25$0.503.28s49 tps100%
OpenAI$10$50$1.0018.94s36 tps99.94%
Azure$10$50$1.0016.67s26 tps99.78%
Azureeastus2$11$55$1.103.58s37 tps—
OpenAI$20$100$2.004.70s80 tps—
OpenAI$60$300$6.0094.79s269 tps—

Market-wide measurements, refreshed every 15 minutes. They describe who serves GPT-6 Astra Pro (batch) in general, not how ProjectCOZY routes your requests.

Pricing

List rates per 1M tokens — what GPT-6 Astra Pro (batch) costs pay-as-you-go elsewhere, not what you pay here.

Input
$5.00
per 1M tokens
Output
$25
per 1M tokens
Cache read
$0.50
per 1M cached tokens
Included in every pass
GPT-6 Astra Pro (batch) is included in every ProjectCOZY pass at no extra cost — one flat rate, no per-token metering. The rates above are there for comparison.

Performance

Time to first token and output speed across every provider, over the last 3 days.

0.0s20.0s40.0s60.0s80.0s
Oct 11, 12 AMOct 11, 8 AMOct 11, 4 PMOct 12, 12 AMOct 12, 8 AMOct 12, 4 PMOct 13, 12 AMOct 13, 8 AMOct 13, 4 PMOct 14, 12 AMOct 14, 8 AM
Azure OpenAI OpenAI
0 tok/s50 tok/s100 tok/s150 tok/s200 tok/s
Oct 11, 12 AMOct 11, 8 AMOct 11, 4 PMOct 12, 12 AMOct 12, 8 AMOct 12, 4 PMOct 13, 12 AMOct 13, 8 AMOct 13, 4 PMOct 14, 12 AMOct 14, 8 AM
Azure OpenAI OpenAI

Uptime

100% of requests were served successfully over the last 3 days, across all providers.

Last 3 daysAvailability 99.01%
Oct 11, 2:00 PMNow
Availability over the last 24 hoursAvailability 99.34%
100% 97% 93% 90%
Oct 13, 2:40 PMNow

Apps

Tools that most often run GPT-6 Astra Pro (batch), by tokens this week.

Activity

201.7B tokens processed market-wide in the last month.

010.0B20.0B30.0B40.0B
Sep 14Sep 19Sep 24Sep 29Oct 4Oct 9Oct 14
Tokens

FAQ

Which model id do I use for GPT-6 Astra Pro (batch)?
openai/gpt-6-astra-pro:batch. Send it as the model field from any OpenAI-compatible client, against http://192.168.1.55/v1.
How much context does GPT-6 Astra Pro (batch) hold?
1,050,000 tokens per request, of which up to 128,000 can be the response.
What can it accept and return?
Input: file, image, text. Output: text.
What does GPT-6 Astra Pro (batch) cost on a pass?
Nothing beyond the pass itself. Pay-as-you-go elsewhere it lists at $5.00 per 1M input tokens and $25 per 1M output tokens.
Who built GPT-6 Astra Pro (batch)?
OpenAI, in the GPT family.

Explore

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