Moduck

OpenAI: GPT-5.4 Pro

More exact GPT-5.4 tier for demanding professional reasoning and agent tasks

Model lab
OpenAI
Model family
gpt-pro
Modalitiestext, image → text
Context window1,050,000
Maximum output128,000
Input · Rate applies to input ≤ 271999 tokens · Service tier flexUSD 12 / 1M tokens
Output · Rate applies to input ≤ 271999 tokens · Service tier flexUSD 72 / 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-5.4-pro.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "openai/gpt-5.4-pro"

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-5.4 Pro API Pricing

TypePrice information
Input · Rate applies to input ≤ 271999 tokens · Service tier flexUSD 12 / 1M tokens
Output · Rate applies to input ≤ 271999 tokens · Service tier flexUSD 72 / 1M tokens

Benchmarks

BenchmarkScoreMeasurementSource
GPQA Diamond94.4accuracy · Date: 2026-04-23
Humanity's Last Exam42.7accuracy · Variant: no tools · Date: 2026-04-23
Humanity's Last Exam58.7accuracy · Variant: with tools · Date: 2026-04-23
BrowseComp89.3accuracy · Date: 2026-04-23
GDPval82wins or ties · Date: 2026-04-23
FrontierMath50accuracy · Dataset: Tier 1-3 · Date: 2026-04-23
FrontierMath38accuracy · Dataset: Tier 4 · Date: 2026-04-23
ARC-AGI-194.5accuracy · Variant: Verified · Date: 2026-04-23
ARC-AGI-283.3accuracy · Variant: Verified · Date: 2026-04-23
FinanceAgent61.5accuracy · Version: 1.1 · Date: 2026-04-23
GeneBench25.6accuracy · Date: 2026-04-23

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

Throughput89.8 tok/sCurrent
Time to first token1.4 sCurrent
End-to-end latency8.0 sCurrent
Throughput
Current89.8 tok/s
Window average88.9 tok/s
Time to first token
Current1.4 s
Window average1.4 s
End-to-end latency
Current8.0 s
Window average7.5 s
Tail latency (P99)
Current16.7 s
Window average16.5 s
Prompt cache hit rate
Current18.1%
Window average24.6%
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-5.4 Pro Compare models

ModelInput priceOutput priceContext windowCapabilities
GPT-5.4 ProThis pageUSD 12 / 1M tokens · Rate applies to input ≤ 271999 tokens · Service tier flexUSD 72 / 1M tokens · Rate applies to input ≤ 271999 tokens · Service tier flex1,050,000Text output · Reasoning · Tool calling
GPT-5.2 ProUSD 16.8 / 1M tokensUSD 134.4 / 1M tokens400,000Text output · Reasoning · Tool calling
GPT-5 ProUSD 12 / 1M tokensUSD 96 / 1M tokens400,000Text output · Reasoning · Tool calling
GPT-5.5 ProUSD 24 / 1M tokens · Base context tier (boundary 272000 tokens)USD 144 / 1M tokens · Base context tier (boundary 272000 tokens)1,050,000Text output · Reasoning · Tool calling
GPT-5.6 CyberUSD 10 / 1M tokensUSD 60 / 1M tokens400,000Text output · Reasoning · Tool calling

Model specifications

Input
text, image
Output
text
Context window
1,050,000
Maximum input
922,000
Maximum output
128,000
Release date
2026-03-05
Attachments
Yes
Reasoning
Yes
Tool calling
Yes
Structured output
No
Temperature setting
No
Open weights
No

Frequently asked questions

What is GPT-5.4 Pro for?

More exact GPT-5.4 tier for demanding professional reasoning and agent tasks

What inputs and outputs does GPT-5.4 Pro support?

Recorded inputs: text, images; outputs: text.

How is GPT-5.4 Pro priced?

The pricing table shows the current recorded Moduck price. For example: Input · Rate applies to input ≤ 271999 tokens · Service tier flex USD 12 / 1M tokens; Output · Rate applies to input ≤ 271999 tokens · Service tier flex USD 72 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for GPT-5.4 Pro?

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-5.4-pro. 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.