GPT-5.4 is a proprietary multimodal large language model developed by OpenAI and released on March 5, 2026. It is designed for professional workloads such as advanced software development, research, and agentic automation. The model combines the general reasoning capabilities of the GPT-5 series with software engineering improvements derived from GPT-5.3-Codex. In the API and Codex environments it supports context windows of up to 1 million tokens, enabling long-context reasoning and large-scale code or document workflows.
Compared with GPT-5.2, GPT-5.4 reduces false individual claims by 33% and lowers overall response errors by 18%, improving factual reliability across complex tasks. It is also the first general-purpose OpenAI release with native computer-use capabilities, allowing agents to interact with desktops, browsers, and external applications to complete multi-step workflows. The model family includes three variants: GPT-5.4 (standard), GPT-5.4 Pro for higher-performance workloads, and GPT-5.4 Thinking, a reasoning-oriented version in ChatGPT that presents an upfront plan before generating its response. The API also introduces a Tool Search system that allows models to retrieve tool definitions dynamically, reducing token usage in tool-heavy integrations.
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Past 30 Days| Category | Passed | Score |
|---|---|---|
| Document Understanding | 8 / 9 | 88.9% |
| Defect Detection | 13 / 15 | 86.7% |
| Object Understanding | 12 / 14 | 85.7% |
| Spatial Understanding | 15 / 19 | 78.9% |
| Object Counting | 4 / 10 | 40% |
| Category | Passed | Score |
|---|---|---|
| License Plate Recognition | 27 / 30 | 90% |
| Text Recognition | 25 / 30 | 83.3% |
| VQA & Extraction | 49 / 60 | 81.7% |
| Focused Scene OCR | 75 / 99 | 75.8% |
| Handwritten Math | 6 / 10 | 60% |
Scores based on a single evaluation run · Methodology
View all Vision Evals →GPT-5.4 costs $2.50 per 1M input tokens and $15.00 per 1M output tokens.
Pricing updated Jul 12, 2026
Estimated cost per task vs. Visual Understanding score, for this model and others ranked near it. Upper-left is the sweet spot (high quality, low cost).
9 of 9 models plotted
| Model | Score | Median tokens | Est. cost / task | Compare |
|---|---|---|---|---|
| Gemini 3.5 Flash | 79.1% | 1.4K | $0.0043 | Compare |
| Claude Fable 5 | 79.1% | 2.9K | $0.041 | Compare |
| GPT-5.4 Mini | 77.6% | 1.9K | $0.0015 | Compare |
| GPT-5.4(this model) | 77.6% | 1.7K | $0.0052 | — |
| GPT-5.5 | 77.6% | 1.7K | $0.011 | Compare |
| Qwen3.5 122B A10B | 76.1% | 1.2K | $0.0003 | Compare |
| GPT-5.6 Terra | 76.1% | 1.5K | $0.0041 | Compare |
| GPT-5.6 Sol | 76.1% | 1.5K | $0.0073 | Compare |
| Gemini 3.1 Pro | 75.8% | 1.1K | $0.0024 | Compare |
Other models worth comparing for similar use cases.
Other versions in the same family as GPT-5.4.
License terms and commercial-use guidance for GPT-5.4.
License information is provided as a guide and is not legal advice.