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OpenAI Launches Ultra-Fast GPT-5.4 Mini and GPT-5.4 Nano Models
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OpenAI Launches Ultra-Fast GPT-5.4 Mini and GPT-5.4 Nano Models

OpenAI released two compact AI models — GPT-5.4 mini and GPT-5.4 nano — optimized for minimal latency while maintaining strong performance across coding, multimodal tasks, and agent workflows.

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CoinJP Editorial
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CoinJP Editorial · 0 articles

Two New Speed-Optimized Models

OpenAI has released two new AI models — GPT-5.4 mini and GPT-5.4 nano — both engineered for scenarios where response latency is a critical factor.

«We're introducing GPT-5.4 mini and nano, our most capable small models yet. GPT-5.4 mini is more than 2x faster than GPT-5 mini. Optimized for coding, computer use, multimodal understanding, and subagents. For lighter-weight tasks, GPT-5.4 nano is our smallest and cheapest…» — OpenAI Developers (@OpenAIDevs), original post

According to the company, GPT-5.4 mini substantially outperforms GPT-5 mini in code generation, logical reasoning, multimodal analysis, and tool integration. Processing speed has increased by more than 2x. On benchmarks such as SWE-Bench Pro and OSWorld-Verified, the model approaches the performance levels of the full GPT-5.4.

GPT-5.4 mini performance comparison
Performance comparison across models. Source: OpenAI

Why This Matters

The launch of GPT-5.4 mini and nano reflects an industry-wide push toward compact yet powerful models that operate in real time. For developers building AI-powered applications — from chatbots to automated agents — response latency directly determines user experience and product viability. Making these models available via API enables developers to build fast, responsive services without relying on expensive full-scale neural networks.

OpenAI highlighted key use cases where the new models excel:

  • AI assistants with instant response times;
  • Subagents that quickly handle auxiliary tasks;
  • Interface management systems that capture and interpret screenshots;
  • Multimodal applications for real-time image processing.

The company emphasized that for these scenarios, the best model is not necessarily the most powerful one — it's the one that responds instantly, reliably interacts with tools, and still handles complex professional tasks effectively.

GPT-5.4 nano is the smallest and fastest variant in the GPT-5.4 lineup. OpenAI recommends it for data classification and extraction, ranking, and subagents tasked with simple auxiliary operations.

Coding and Development

OpenAI specifically highlighted GPT-5.4 mini's effectiveness in software development workflows where rapid iteration speed is essential. The model handles targeted code edits, codebase navigation, frontend generation, and debugging cycles with minimal latency.

In benchmarks, GPT-5.4 mini outperforms GPT-5 mini at comparable response speeds, while operating significantly faster in several tests.

GPT-5.4 mini coding benchmarks
Coding benchmark results. Source: OpenAI

Computer Use

GPT-5.4 mini delivers strong results in multimodal tasks related to interface management. The model can instantly interpret screenshots of complex user dashboards and execute computer actions based on that analysis.

GPT-5.4 mini computer use performance
Computer Use task performance. Source: OpenAI

Availability and Pricing

GPT-5.4 mini is available through the API, Codex, and ChatGPT. Pricing is set at $0.75 per million input tokens and $4.5 per million output tokens.

GPT-5.4 nano is currently available exclusively through the API at lower rates: $0.2 per million input tokens and $1.25 per million output tokens.

ai-modelsartificial-intelligencechatgptgpt-5machine-learningopenai

Frequently Asked Questions

How much faster is GPT-5.4 mini compared to GPT-5 mini?

According to OpenAI, GPT-5.4 mini is more than 2x faster than GPT-5 mini. It also outperforms its predecessor in coding, reasoning, multimodal analysis, and tool integration while approaching GPT-5.4 performance on key benchmarks.

What is the pricing for GPT-5.4 mini and nano?

GPT-5.4 mini costs $0.75 per million input tokens and $4.5 per million output tokens. GPT-5.4 nano is cheaper at $0.2 per million input tokens and $1.25 per million output tokens.

Where can I access GPT-5.4 mini and GPT-5.4 nano?

GPT-5.4 mini is available through the API, Codex, and ChatGPT. GPT-5.4 nano is currently available exclusively through the API.

What is GPT-5.4 nano best used for?

OpenAI recommends GPT-5.4 nano for data classification and extraction, ranking tasks, and subagents that handle simple auxiliary operations. It is the smallest and most affordable model in the GPT-5.4 family.

What are the main use cases for GPT-5.4 mini?

OpenAI highlights AI assistants with instant response, subagents for auxiliary tasks, interface management systems that interpret screenshots, and real-time multimodal image processing applications as primary use cases.

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