Moduck

OpenAI: GPT-5.4

Agent-ready GPT for coding and computer-use workflows at a lower cost

Model lab
OpenAI
Model family
gpt
Modalitiestext, image, pdf → text
Context window1,050,000
Maximum output128,000
InputUSD 1.44 / 1M tokens
OutputUSD 8.64 / 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 moduck/openai/gpt-5-4.

import os
import requests

base_url = "https://api.moduck.ai/v1"
api_key = os.environ["MODUCK_API_KEY"]
model_id = "moduck/openai/gpt-5-4"

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 API Pricing

TypePrice information
InputUSD 1.44 / 1M tokens
OutputUSD 8.64 / 1M tokens

Benchmarks

Low

Intelligence Index · v4.327.6
Coding Index—
Agentic Index—

Non-reasoning

Intelligence Index · v4.318.2
Coding Index—
Agentic Index—

Xhigh

Intelligence Index · v4.339
Coding Index71.1
Agentic Index—
BenchmarkScoreMeasurementSource
SWE-Bench Pro59.1resolve rate · Dataset: public
SWE-Atlas Codebase QnA40.8score · Harness: Codex
SWE-Atlas Codebase QnA36.3score · Harness: Mini-SWE-Agent
SWE-Atlas Refactoring44.29score · Harness: Codex
SWE-Atlas Test Writing44.36score · Harness: Codex CLI
SWE-Atlas Test Writing40score · Harness: Mini-SWE-Agent
Artificial Analysis Coding Agent Index53.6average pass@1 · Variant: medium · Harness: Codex
SWE-Atlas Codebase QnA72.4pass@1 · Variant: medium · Harness: Codex
SWE-Bench Pro18.4pass@1 · Dataset: hard-aa · Variant: medium · Harness: Codex
Terminal-Bench69.8pass@1 · Variant: medium · Harness: Codex · Version: 2.1
Artificial Analysis Coding Agent Index52.2average pass@1 · Variant: medium · Harness: Cursor CLI
SWE-Atlas Codebase QnA72.9pass@1 · Variant: medium · Harness: Cursor CLI
SWE-Bench Pro18.9pass@1 · Dataset: hard-aa · Variant: medium · Harness: Cursor CLI
Terminal-Bench64.7pass@1 · Variant: medium · Harness: Cursor CLI · Version: 2.1
Terminal-Bench75.1success rate · Version: 2.0 · Date: 2026-04-23
GPQA Diamond92.8accuracy · Date: 2026-04-23
Humanity's Last Exam39.8accuracy · Variant: no tools · Date: 2026-04-23
Humanity's Last Exam52.1accuracy · Variant: with tools · Date: 2026-04-23
OSWorld-Verified75success rate · Date: 2026-04-23
BrowseComp82.7accuracy · Date: 2026-04-23
GDPval83wins or ties · Date: 2026-04-23
ARC-AGI-273.3accuracy · Variant: Verified · Date: 2026-04-23
FrontierMath47.6accuracy · Dataset: Tier 1-3 · Date: 2026-04-23
FrontierMath27.1accuracy · Dataset: Tier 4 · Date: 2026-04-23
MMMU Pro81.2accuracy · Variant: no tools · 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.

Artificial Analysis measurement · Low

Output speed63.07 tokens/s
Time to first token1.56 s
Time to first answer token—
End-to-end response time—
Measurement variantOutput speedTime to first tokenTime to first answer tokenEnd-to-end response time
Low63.07 tokens/s1.56 s——
Non-reasoning63.99 tokens/s0.77 s——
Xhigh94.92 tokens/s134.07 s——

Performance trends

Throughput63.07 tok/sCurrent
Time to first token1.56 sCurrent
End-to-end latency7.5 sCurrent
Throughput
Current63.07 tok/s
Window average65.5 tok/s
Time to first token
Current1.56 s
Window average1.5 s
End-to-end latency
Current7.5 s
Window average7.5 s
Tail latency (P99)
Current13.6 s
Window average17.3 s
Prompt cache hit rate
Current31.1%
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-5.4 Compare models

ModelInput priceOutput priceContext windowCapabilities
GPT-5.4This pageUSD 1.44 / 1M tokensUSD 8.64 / 1M tokens1,050,000Text output · Reasoning · Tool calling
GPT-5.5USD 4 / 1M tokensUSD 24 / 1M tokens1,050,000Text output · Reasoning · Tool calling
GPT-4.1USD 1.6 / 1M tokensUSD 6.4 / 1M tokens1,047,576Text output · Tool calling
GPT-4oUSD 1 / 1M tokensUSD 4 / 1M tokens128,000Text output · Tool calling
GPT-5.6 CyberUSD 10 / 1M tokensUSD 60 / 1M tokens400,000Text 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
2026-03-05
Attachments
Yes
Reasoning
Yes
Tool calling
Yes
Structured output
Yes
Temperature setting
Yes
Open weights
No

Frequently asked questions

What is GPT-5.4 for?

Agent-ready GPT for coding and computer-use workflows at a lower cost

What inputs and outputs does GPT-5.4 support?

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

How is GPT-5.4 priced?

The pricing table shows the current recorded Moduck price. For example: Input USD 1.44 / 1M tokens; Output USD 8.64 / 1M tokens. See the pricing table for all units, variants, and conditions.

What specifications are recorded for GPT-5.4?

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 moduck/openai/gpt-5-4. This is a cataloged Moduck public or reserved ID; check your account’s available models before calling it.

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.