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GPT-5.4 Mini vs o3 Pro (Comparative Analysis)

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Comparative Analysis: GPT-5.4 Mini vs. o3 Pro
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Overview

o3 Pro was released 9 months before GPT-5.4 Mini.
GPT-5.4 MiniGPT-5.4 Mini
o3 Proo3 Pro
Model Provider
The organization behind this AI's development
OpenAI logoOpenAI
OpenAI logoOpenAI
Input Context Window
Maximum input tokens this model can process at once
400K
tokens
200K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
128K
tokens
100K
tokens
Release Date
When this model first became publicly available
March 17th, 2026
June 10th, 2025
Knowledge Cutoff
Latest training-data date reported by the provider
August 31, 2025
June 30, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GPT-5.4 Mini
o3 Pro
Input Types
Supported input formats
📁File🖼️Image📝Text
📝Text📁File🖼️Image
Reasoning Controls
Defaults and configurable reasoning effort
OptionalEffort: Extra High, High, Medium, Low, NoneDefault: Medium
Optional
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GPTGPT
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation

Pricing

GPT-5.4 Mini is roughly 0.04x less expensive compared to o3 Pro for input tokens and roughly 0.06x less expensive for output tokens.
GPT-5.4 MiniGPT-5.4 Mini
o3 Proo3 Pro
Input Token Cost
Cost per million input tokens
$0.75
per million tokens
$20.00
per million tokens
Output Token Cost
Cost per million output tokens
$4.50
per million tokens
$80.00
per million tokens
Web Search Cost
Additional cost for each web search operation
$0.01
per search
$0.01
per search
Cache Read Cost
Cost to reuse cached input tokens
$0.07
per million tokens
Not specified

Benchmarks

Compare relevant benchmarks between GPT-5.4 Mini and o3 Pro.
GPT-5.4 MiniGPT-5.4 Mini
o3 Proo3 Pro
Intelligence Index
Overall model quality across independent evaluations
40
(Artificial Analysis index; higher is better)
Benchmark not available.
Coding Index
Programming performance across independent evaluations
56.1
(Artificial Analysis index; higher is better)
Benchmark not available.
Agentic Index
Ability to complete multi-step agentic tasks
30.2
(Artificial Analysis index; higher is better)
Benchmark not available.

At a Glance

Quick overview of what makes GPT-5.4 Mini and o3 Pro unique.
OpenAI logoGPT-5.4 Mini by OpenAI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 400K token context window. Reasonably priced at $0.75/M input and $4.50/M output tokens. Includes built-in content moderation for safer outputs. Released March 17th, 2026.
OpenAI logoo3 Pro by OpenAI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 200K token context window. Premium pricing at $20.00/M input and $80.00/M output tokens. Includes built-in content moderation for safer outputs. Released June 10th, 2025.

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