GPT-4o vs o3 Deep Research
Compare OpenAI and OpenAI AI models
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
GPT-4o
o3 Deep Research
Cost Differences
o3 Deep Research costs more than GPT-4o
Feature Comparison
| Feature | GPT-4o | o3 Deep Research |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Input Price | $2.50/1M tokens | $10.00/1M tokens |
| Output Price | $10.00/1M tokens | $40.00/1M tokens |
| Context Window | 128,000 tokens | 200,000 tokens |
| Max Output | 16,384 tokens | 32,768 tokens |
| Category | flagship | reasoning |
| Capabilities | textvisionaudio | textreasoningvisioncode |
| Release Date | 5/13/2024 | 6/26/2025 |
GPT-4o vs o3 Deep Research: Which Should You Choose?
Choosing between GPT-4o and o3 Deep Research depends on your priorities: cost efficiency, context length, or raw capability. GPT-4o is the more affordable option at $2.50/1M input tokens — 75% cheaper than o3 Deep Research. Meanwhile, o3 Deep Research offers a significantly larger context window at 200,000 tokens vs 128,000 for GPT-4o.
These models target different tiers: GPT-4o is a flagship model while o3 Deep Research is reasoning. This means they're optimized for different workloads. GPT-4o is built for complex tasks that require deeper reasoning, while o3 Deep Research offers better value for routine operations.
Output costs matter too. GPT-4o charges $10.00/1M output tokens vs $40.00 for o3 Deep Research. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. GPT-4o has the edge here at $10.00/1M output tokens.
Multimodal capabilities: Both models support vision (image understanding), so you can send images alongside text prompts with either option.
Best Use Cases
Choose GPT-4o when:
- • Budget is a primary concern
- • You're already using OpenAI's API ecosystem
Choose o3 Deep Research when:
- • You need a larger context window (200,000 tokens)
- • You need more capabilities (reasoning, code)
- • You need longer outputs (up to 32,768 tokens)
- • You're already using OpenAI's API ecosystem
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
GPT-4o (OpenAI)
o3 Deep Research (OpenAI)
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