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.
Model Provider The organization behind this AI's development | ||
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 17, 2026 4 months ago March 17th, 2026 | June 10, 2025 1 year ago 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 | GPT | GPT |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning Mode✓Content Moderation | ✓Function Calling✓Structured Output✓Reasoning Mode✓Content 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.
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.
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.
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