Claude Opus 4vsGPT-o3
Anthropic vs OpenAI — Side-by-side model comparison
Head-to-Head Comparison
| Metric | Claude Opus 4 | GPT-o3 |
|---|---|---|
| Provider | ||
| Arena Rank | #1 | #2 |
| Context Window | 200K | 200K |
| Input Pricing | $5.00/1M tokens | $2.00/1M tokens |
| Output Pricing | $25.00/1M tokens | $8.00/1M tokens |
| Parameters | Undisclosed | Undisclosed |
| Open Source | No | No |
| Best For | Complex reasoning, coding, agentic tasks | Advanced reasoning, agentic tasks, research |
| Release Date | May 22, 2025 | Apr 16, 2025 |
Claude Opus 4
Claude Opus 4 is Anthropic's most powerful AI model, holding the #1 position on the Chatbot Arena leaderboard. It represents a breakthrough in extended thinking and agentic capabilities, able to work autonomously on complex multi-step tasks for hours. With a 200K token context window, it excels at analyzing entire codebases, lengthy legal documents, and research papers in a single pass. The model demonstrates exceptional performance in coding (setting new benchmarks on SWE-bench), advanced reasoning, and nuanced writing tasks. Its agentic capabilities allow it to use tools, navigate computers, and execute multi-step workflows with minimal human oversight. Opus 4 is the preferred choice for enterprises requiring the highest quality output on mission-critical tasks where accuracy and depth matter more than speed or cost.
View Anthropic 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: Claude Opus 4 vs GPT-o3
Claude Opus 4 ranks higher in arena benchmarks (#1) indicating stronger overall performance.
GPT-o3 is 3.0x cheaper on average, making it the better choice for high-volume applications.
When to use Claude Opus 4
- +You need the highest quality output based on arena rankings
- +Quality matters more than cost
- +Your use case involves complex reasoning, coding, agentic tasks
When to use GPT-o3
- +Budget is a concern and you need cost efficiency
- +Your use case involves advanced reasoning, agentic tasks, research
Cost Analysis
At current pricing, GPT-o3 is 3.0x more affordable than Claude Opus 4. For a typical enterprise workload processing 100M tokens per month:
Claude Opus 4 monthly cost
$1,500
100M tokens/mo (50/50 in/out)
GPT-o3 monthly cost
$500
100M tokens/mo (50/50 in/out)
The Verdict
GPT-o3 wins our head-to-head comparison with 2 out of 5 category wins. It's the stronger choice for advanced reasoning, agentic tasks, research, though Claude Opus 4 holds an edge in complex reasoning, coding, agentic tasks.
Last compared: March 2026 · Data sourced from public benchmarks and official pricing pages