GPT-5.4 vs o4 Mini
Complete pricing and performance comparison between OpenAI's GPT-5.4 and OpenAI's o4 Mini.
Quick Verdict
Cheaper
o4 Mini
2.3x cheaper input, 3.4x cheaper output
Larger Context
GPT-5.4
1.1M vs 200K
Higher Quality
GPT-5.4
Score: 57 vs 33
Faster
o4 Mini
140 vs 75 tok/s
Pricing Comparison
| Spec | GPT-5.4 | o4 Mini | Difference |
|---|---|---|---|
| Provider | OpenAI | OpenAI | |
| Input / 1M tokens | $2.5 | $1.1 | o4 Mini is 56% more expensive |
| Output / 1M tokens | $15 | $4.4 | o4 Mini is 71% more expensive |
| Context Window | 1.1M | 200K | 5x difference |
| Max Output | 128K | 100K |
Performance Benchmarks
| Metric | GPT-5.4 | o4 Mini | Winner |
|---|---|---|---|
| Quality Index | 57 | 33 | GPT-5.4 |
| Output Speed | 75 tok/s | 140 tok/s | o4 Mini |
| Time to First Token | 169.23s | 32.98s | o4 Mini |
| Value (Quality/$) | 22.8 | 30.1 | Higher = better value |
Benchmark data from Artificial Analysis. Quality Index is a composite score across reasoning, coding, and knowledge tasks.
Cost at Scale
Estimated cost at different usage levels (3:1 input-to-output token ratio, typical for chat).
| Usage | GPT-5.4 | o4 Mini | Savings |
|---|---|---|---|
Single request 1K in / 300 out | $0.0070 | $0.0024 | o4 Mini saves $0.0046 |
10 requests 10K in / 3K out | $0.070 | $0.024 | o4 Mini saves $0.046 |
100 requests 100K in / 30K out | $0.700 | $0.242 | o4 Mini saves $0.458 |
1,000 requests 1M in / 300K out | $7.00 | $2.42 | o4 Mini saves $4.58 |
10,000 requests 10M in / 3M out | $70.00 | $24.20 | o4 Mini saves $45.80 |
1M requests/mo 1B in / 300M out | $7000.00 | $2420.00 | o4 Mini saves $4580.00 |
Pros & Cons
GPT-5.4 Strengths
- +Larger context window (1.1M vs 200K)
- +Higher max output tokens
- +Higher quality score (57 vs 33)
o4 Mini Strengths
- +Cheaper input tokens
- +Cheaper output tokens
- +Faster output (140 vs 75 tok/s)
- +Lower latency (faster first token)
When to Use Each Model
Choose GPT-5.4 for
- →Long documents, large codebases, or multi-turn conversations
- →Generating long-form content or detailed code
- →Tasks requiring maximum accuracy and reasoning
Choose o4 Mini for
- →Budget-conscious projects where cost is the primary factor
- →Real-time applications, chat, or autocomplete
Frequently Asked Questions
Which is cheaper, GPT-5.4 or o4 Mini?
For input tokens, o4 Mini is 2.3x cheaper at $1.1/1M tokens. For output tokens, o4 Mini is 3.4x cheaper at $4.4/1M tokens. At typical usage (1M input + 300K output), GPT-5.4 costs $7.00 vs o4 Mini at $2.42.
What's the context window difference?
GPT-5.4 supports 1.1M context (1,050,000 tokens), while o4 Mini supports 200K (200,000 tokens). GPT-5.4 can handle 5x more context in a single request.
Which model has better benchmarks?
Quality Index: GPT-5.4 scores 57 vs o4 Mini at 33. Speed: GPT-5.4 generates 75 tok/s vs o4 Mini at 140 tok/s. Time to first token: GPT-5.4 at 169.23s vs o4 Mini at 32.98s.
When should I choose GPT-5.4 over o4 Mini?
Choose GPT-5.4 when you need: Larger context window (1.1M vs 200K), Higher max output tokens, Higher quality score (57 vs 33). Choose o4 Mini when you need: Cheaper input tokens, Cheaper output tokens, Faster output (140 vs 75 tok/s), Lower latency (faster first token).
How much would 10,000 API requests cost?
At 1K input + 300 output tokens per request (typical chat): GPT-5.4 = $70.00, o4 Mini = $24.20. At 10K input + 1K output per request (longer conversations): GPT-5.4 = $400.00, o4 Mini = $154.00.