Moduck

OpenAI: GPT-6 Astra (Fast)

Fast variant of GPT-6 Astra for low-latency assistance and high-volume workloads.

Model lab
OpenAI
Model family
gpt-astra
Modalitiestext, image, pdf → text
Context window1,050,000
Maximum output128,000
Input · Base context tier (boundary 272001 tokens)USD 16 / 1M tokens
Output · Base context tier (boundary 272001 tokens)USD 80 / 1M tokens

Quickstart

Use your Moduck API Key, set the API base URL to https://api.moduck.ai/v1, and set the model parameter to openai/gpt-6-astra-fast.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "openai/gpt-6-astra-fast"

response = requests.post(
    f"{base_url}/chat/completions",
    headers={
        "Authorization": f"Bearer {api_key}",
        "Content-Type": "application/json",
    },
    json={
        "model": model_id,
        "messages": [{"role": "user", "content": "Hello!"}],
        "stream": False,
    },
    timeout=60,
)
response.raise_for_status()
print(response.json())

Use the familiar OpenAI-style chat request format to make model integration easier.

GPT-6 Astra (Fast) API Pricing

TypePrice information
Input · Base context tier (boundary 272001 tokens)USD 16 / 1M tokens
Output · Base context tier (boundary 272001 tokens)USD 80 / 1M tokens
Cached input · Base context tier (boundary 272001 tokens)USD 1.6 / 1M tokens
Cache write · Base context tier (boundary 272001 tokens)USD 20 / 1M tokens

Performance

Measured on the Moduck gateway across live traffic, hour by hour over the last 24 hours. Time to first token is how long before anything appears; throughput is how fast the answer is written after that; end-to-end latency is the whole round trip. Figures are medians unless the card says otherwise.

Performance trends

Throughput92.3 tok/sCurrent
Time to first token1.2 sCurrent
End-to-end latency7.2 sCurrent
Throughput
Current92.3 tok/s
Window average89.7 tok/s
Time to first token
Current1.2 s
Window average1.4 s
End-to-end latency
Current7.2 s
Window average7.5 s
Tail latency (P99)
Current17.6 s
Window average17.2 s
Prompt cache hit rate
Current19.2%
Window average22.5%
Error rate
Current0.0%
Window average0.1%

Availability

Uptime is the share of time at least one provider serving this model responded. Availability is stricter: the share of requests actually served. A provider that answers but fails part of the traffic lowers availability without lowering uptime. Both cover the last three days.

Uptime100%At least one provider responded
Availability100%Requests actually served
Error rate0%Share of failed requests
Served requests, hour by hour
24 hours agoNow

GPT-6 Astra (Fast) Compare models

ModelInput priceOutput priceContext windowCapabilities
GPT-6 Astra (Fast)This pageUSD 16 / 1M tokens · Base context tier (boundary 272001 tokens)USD 80 / 1M tokens · Base context tier (boundary 272001 tokens)1,050,000Text output · Reasoning · Tool calling
GPT-6 AstraUSD 8 / 1M tokensUSD 40 / 1M tokens1,050,000Text output · Reasoning · Tool calling
GPT-6.1 SolUSD 1.6 / 1M tokensUSD 8 / 1M tokens1,050,000Text output · Reasoning · Tool calling
GPT-6 LunaUSD 0.08 / 1M tokensUSD 0.4 / 1M tokens1,050,000Text output · Reasoning · Tool calling
GPT-6 SolUSD 1.6 / 1M tokensUSD 8 / 1M tokens1,050,000Text output · Reasoning · Tool calling

Model specifications

Input
text, image, pdf
Output
text
Context window
1,050,000
Maximum input
922,000
Maximum output
128,000
Release date
2026-09-04
Attachments
Yes
Reasoning
Yes
Tool calling
Yes
Structured output
Yes
Temperature setting
No
Open weights
No

Frequently asked questions

What is GPT-6 Astra (Fast) for?

Fast variant of GPT-6 Astra for low-latency assistance and high-volume workloads.

What inputs and outputs does GPT-6 Astra (Fast) support?

Recorded inputs: text, images, PDF; outputs: text.

How is GPT-6 Astra (Fast) priced?

The pricing table shows the current recorded Moduck price. For example: Input · Base context tier (boundary 272001 tokens) USD 16 / 1M tokens; Output · Base context tier (boundary 272001 tokens) USD 80 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for GPT-6 Astra (Fast)?

Current model records list Context window 1,050,000 tokens; Maximum output 128,000 tokens.

What model parameter does the Quickstart use?

The example uses openai/gpt-6-astra-fast. This value comes from the page identifier and is not confirmed as a callable Moduck public ID.

Can I call this model through the Moduck API now?

This page has no verified Moduck API call for this model. A Quickstart example or reserved ID does not establish access; check the models available to your account.