GPT-5.4 mini vs o3
GPT-5.4 mini vs o3: GPT-5.4 mini is cheaper for input-heavy usage ($0.75/M vs $2.00/M input tokens), while GPT-5.4 mini is better for long-context tasks (1,050,000 tokens).
Direct answer: choose GPT-5.4 mini for lower token spend and choose GPT-5.4 mini 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)
GPT-5.4 mini
o3
Cost Differences
o3 costs more than GPT-5.4 mini
Quick Recommendation
Winner for direct API pricing: GPT-5.4 mini. At the default workload, GPT-5.4 mini saves about $9.00/month ($109.50/year) versus o3.
Feature Comparison
| Feature | GPT-5.4 mini | o3 |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Input Price | $0.75/1M tokens | $2.00/1M tokens |
| Output Price | $4.50/1M tokens | $8.00/1M tokens |
| Context Window | 1,050,000 tokens | 1,000,000 tokens |
| Max Output | 65,536 tokens | 131,072 tokens |
| Category | efficient | reasoning |
| Capabilities | textvisioncode | textreasoningvisioncode |
| Release Date | 3/6/2026 | 4/16/2025 |
GPT-5.4 mini vs o3: Which Should You Choose?
Choosing between GPT-5.4 mini and o3 depends on your priorities: cost efficiency, context length, or raw capability. GPT-5.4 mini is the more affordable option at $0.75/1M input tokens — 63% cheaper than o3. Meanwhile, GPT-5.4 mini 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 mini is a efficient model while o3 is reasoning. This means they're optimized for different workloads. o3 targets more demanding workloads, while GPT-5.4 mini provides a cost-effective option for everyday tasks.
Output costs matter too. GPT-5.4 mini charges $4.50/1M output tokens vs $8.00 for o3. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. GPT-5.4 mini has the edge here at $4.50/1M 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 mini when:
- • Budget is a primary concern
- • You need a larger context window (1,050,000 tokens)
- • You're already using OpenAI's API ecosystem
- • You're running high-volume, latency-sensitive workloads
Choose o3 when:
- • You need more capabilities (reasoning)
- • You need longer outputs (up to 131,072 tokens)
- • You're already using OpenAI's API ecosystem
Pros and Caveats at a Glance
GPT-5.4 mini
- • Input pricing: $0.75/M tokens
- • Output pricing: $4.50/M tokens
- • Context window: 1,050,000 tokens
- • Max output: 65,536 tokens
Watch out for
- • Trade-offs are minor in this matchup.
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
- • Higher input cost than GPT-5.4 mini
- • Higher output cost than GPT-5.4 mini
- • Smaller context window than GPT-5.4 mini
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
GPT-5.4 mini (OpenAI)
o3 (OpenAI)
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Which is cheaper, GPT-5.4 mini or o3?▼
What is the context window difference between GPT-5.4 mini and o3?▼
Which model is better for AI Chatbot?▼
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