GPT-o4 MinivsGPT-o3
OpenAI vs OpenAI — Side-by-side model comparison
Head-to-Head Comparison
| Metric | GPT-o4 Mini | GPT-o3 |
|---|---|---|
| Provider | ||
| Arena Rank | #6 | #2 |
| Context Window | 200K | 200K |
| Input Pricing | $1.10/1M tokens | $2.00/1M tokens |
| Output Pricing | $4.40/1M tokens | $8.00/1M tokens |
| Parameters | Undisclosed | Undisclosed |
| Open Source | No | No |
| Best For | Affordable reasoning, coding, STEM tasks | Advanced reasoning, agentic tasks, research |
| Release Date | Apr 16, 2025 | Apr 16, 2025 |
GPT-o4 Mini
GPT-o4 Mini is OpenAI's most cost-efficient reasoning model, bringing the power of deliberative chain-of-thought reasoning to budget-conscious applications. It uses the same 'thinking tokens' approach as larger o-series models but at a fraction of the cost ($1.10 per million input tokens). The model excels at STEM tasks, coding challenges, and logical reasoning problems where standard language models struggle. With a 200K context window, it can process long technical documents while applying careful step-by-step analysis. O4 Mini represents OpenAI's effort to democratize advanced reasoning capabilities, making them accessible for educational platforms, coding tools, and analytical applications that previously couldn't justify the cost of full reasoning models.
View OpenAI profile →GPT-o3
GPT-o3 is OpenAI's most advanced reasoning model, succeeding o1 as the frontier of deliberative AI. It uses an enhanced chain-of-thought approach where the model spends more compute time 'thinking' before responding, dramatically improving performance on complex STEM, mathematical, and logical reasoning tasks. With a 200K token context window and the ability to use tools during reasoning, o3 represents a significant leap in AI problem-solving capabilities. It achieved state-of-the-art results on the ARC-AGI benchmark, demonstrating near-human performance on novel reasoning challenges. The model is particularly strong at multi-step mathematical proofs, complex code debugging, and scientific analysis where careful step-by-step reasoning is essential. Originally priced at a premium, an 80% price reduction in June 2025 made o3 accessible to a much broader range of developers and applications.
View OpenAI profile →Key Differences: GPT-o4 Mini vs GPT-o3
GPT-o3 ranks higher in arena benchmarks (#2) indicating stronger overall performance.
GPT-o4 Mini is 1.8x cheaper on average, making it the better choice for high-volume applications.
When to use GPT-o4 Mini
- +Budget is a concern and you need cost efficiency
- +Your use case involves affordable reasoning, coding, stem tasks
When to use GPT-o3
- +You need the highest quality output based on arena rankings
- +Quality matters more than cost
- +Your use case involves advanced reasoning, agentic tasks, research
Cost Analysis
At current pricing, GPT-o4 Mini is 1.8x more affordable than GPT-o3. For a typical enterprise workload processing 100M tokens per month:
GPT-o4 Mini monthly cost
$275
100M tokens/mo (50/50 in/out)
GPT-o3 monthly cost
$500
100M tokens/mo (50/50 in/out)
The Verdict
GPT-o4 Mini wins our head-to-head comparison with 2 out of 5 category wins. It's the stronger choice for affordable reasoning, coding, stem tasks, though GPT-o3 holds an edge in advanced reasoning, agentic tasks, research.
Last compared: March 2026 · Data sourced from public benchmarks and official pricing pages