o3 vs o3-pro
o3 vs o3-pro: o3 is cheaper for input-heavy usage ($2.00/M vs $20.00/M input tokens), while o3 is better for long-context tasks (1,000,000 tokens).
Direct answer: choose o3 for lower token spend and choose o3 when your workload needs longer context.
Compare input and output token pricing, context windows, and monthly cost estimates on one page so you can pick the cheaper model fast.
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
o3
o3-pro
Cost Differences
o3-pro costs more than o3
Quick Recommendation
Winner for direct API pricing: o3. At the default workload, o3 saves about $162.00/month ($1,971.00/year) versus o3-pro.
Feature Comparison
| Feature | o3 | o3-pro |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Input Price | $2.00/1M tokens | $20.00/1M tokens |
| Output Price | $8.00/1M tokens | $80.00/1M tokens |
| Context Window | 1,000,000 tokens | 1,000,000 tokens |
| Max Output | 131,072 tokens | 131,072 tokens |
| Category | reasoning | reasoning |
| Capabilities | textreasoningvisioncode | textreasoningcode |
| Release Date | 4/16/2025 | 6/10/2025 |
o3 vs o3-pro: Which Should You Choose?
Choosing between o3 and o3-pro depends on your priorities: cost efficiency, context length, or raw capability. o3 is the more affordable option at $2.00/1M input tokens — 90% cheaper than o3-pro.
Both models are in the reasoning category, making this a direct head-to-head comparison. At scale — say 10,000 requests per day — the cost difference adds up: o3 would save you roughly $16,200.00/month compared to o3-pro. For startups and indie developers, that difference can be significant.
Output costs matter too. o3 charges $8.00/1M output tokens vs $80.00 for o3-pro. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. o3 has the edge here at $8.00/1M output tokens.
Multimodal capabilities: o3 supports vision (image inputs) while o3-pro is text-only. If your application needs image understanding, this narrows your choice.
Best Use Cases
Choose o3 when:
- • Budget is a primary concern
- • You need more capabilities (vision)
- • You're already using OpenAI's API ecosystem
Choose o3-pro when:
- • You're already using OpenAI's API ecosystem
Pros and Caveats at a Glance
o3
- • Input pricing: $2.00/M tokens
- • Output pricing: $8.00/M tokens
- • Context window: 1,000,000 tokens
- • Max output: 131,072 tokens
Watch out for
- • Trade-offs are minor in this matchup.
o3-pro
- • Input pricing: $20.00/M tokens
- • Output pricing: $80.00/M tokens
- • Context window: 1,000,000 tokens
- • Max output: 131,072 tokens
Watch out for
- • Higher input cost than o3
- • Higher output cost than o3
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
o3 (OpenAI)
o3-pro (OpenAI)
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Which is cheaper, o3 or o3-pro?▼
What is the context window difference between o3 and o3-pro?▼
Which model is better for AI Agent / Agentic Workflows?▼
Which model has better overall pricing for heavy usage?▼
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