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openai/gpt-5.4

GPT-5.4 is OpenAI's frontier model for agentic, coding, and professional workflows with very large context support.

OpenAI Vision Frontier 1,050,000 Tokens
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api_example.sh

curl -X POST "https://platform.qubrid.com/v1/chat/completions" \
  -H "Authorization: Bearer QUBRID_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "openai/gpt-5.4",
  "messages": [
    {
      "role": "user",
      "content": [
        {
          "type": "text",
          "text": "What is in this image? Describe the main elements."
        },
        {
          "type": "image_url",
          "image_url": {
            "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
          }
        }
      ]
    }
  ],
  "max_tokens": 8192,
  "temperature": 0.7,
  "stream": true,
  "top_p": 1
}'

Pricing

Pay-per-use, no commitments

Input Tokens $5.00/1M Tokens
Output Tokens $22.00/1M Tokens
Cached Input Tokens $0.50/1M Tokens

Technical Specifications

Model Architecture & Performance

Variant GPT-5.4
Context Length 1,050,000 Tokens
Architecture Transformer-based frontier reasoning model; internal architecture not publicly disclosed by OpenAI.
Developers OpenAI
Knowledge Cutoff Aug 31, 2025

API Reference

Complete parameter documentation

Parameter Type Default Description
stream boolean true Enable streaming responses for real-time output.
temperature number 0.7 Controls randomness; higher values can increase creativity.
max_tokens number 8192 Maximum number of output tokens to generate.
top_p number 1 Nucleus sampling (probability mass to sample from).

Explore the full request and response schema in our external API documentation

Performance

Strengths & considerations

Strengths Considerations
Frontier intelligence
Very large context window
Tool calling and structured outputs
Higher cost tier than mini/nano variants

Use cases

Recommended applications for this model

Agentic coding assistance and refactoring
Complex vision-enabled extraction and reasoning
Long-context document workflows

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Platform Integration

Docker

Docker Support

Official Docker images for containerized deployments

Kubernetes

Kubernetes Ready

Production-grade KBS manifests and Helm charts

SDK

SDK Libraries

Official SDKs for Python, Javascript, Go, and Java

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