Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
GPT-5.4
o3
Cost Differences
o3 costs less than GPT-5.4
Feature Comparison
| Feature | GPT-5.4 | o3 |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Input Price | $2.50/1M tokens | $2.00/1M tokens |
| Output Price | $15.00/1M tokens | $8.00/1M tokens |
| Context Window | 1,050,000 tokens | 1,000,000 tokens |
| Max Output | 131,072 tokens | 131,072 tokens |
| Category | flagship | reasoning |
| Capabilities | textvisioncodereasoning | textreasoningvisioncode |
| Release Date | 3/6/2026 | 4/16/2025 |
GPT-5.4 vs o3: Which Should You Choose?
Choosing between GPT-5.4 and o3 depends on your priorities: cost efficiency, context length, or raw capability. o3 is the more affordable option at $2.00/1M input tokens — 20% cheaper than GPT-5.4. Meanwhile, GPT-5.4 offers a significantly larger context window at 1,050,000 tokens vs 1,000,000 for o3.
These models target different tiers: GPT-5.4 is a flagship model while o3 is reasoning. This means they're optimized for different workloads. GPT-5.4 is built for complex tasks that require deeper reasoning, while o3 offers better value for routine operations.
Output costs matter too. GPT-5.4 charges $15.00/1M output tokens vs $8.00 for o3. 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: Both models support vision (image understanding), so you can send images alongside text prompts with either option.
Best Use Cases
Choose GPT-5.4 when:
- • You need a larger context window (1,050,000 tokens)
- • You're already using OpenAI's API ecosystem
Choose o3 when:
- • Budget is a primary concern
- • 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-5.4 (OpenAI)
o3 (OpenAI)
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