GPT-5.4 vs MiniMax M2.5
Complete pricing and performance comparison between OpenAI's GPT-5.4 and MiniMax's MiniMax M2.5.
Quick Verdict
Cheaper
MiniMax M2.5
8.3x cheaper input, 12.5x cheaper output
Larger Context
GPT-5.4
1.1M vs 128K
Higher Quality
GPT-5.4
Score: 57 vs 42
Faster
GPT-5.4
75 vs 48 tok/s
Pricing Comparison
| Spec | GPT-5.4 | MiniMax M2.5 | Difference |
|---|---|---|---|
| Provider | OpenAI | MiniMax | |
| Input / 1M tokens | $2.5 | $0.3 | MiniMax M2.5 is 88% more expensive |
| Output / 1M tokens | $15 | $1.2 | MiniMax M2.5 is 92% more expensive |
| Context Window | 1.1M | 128K | 8x difference |
| Max Output | 128K | 33K | |
| Tokenizer | o200k_base | cl100k_base |
Performance Benchmarks
| Metric | GPT-5.4 | MiniMax M2.5 | Winner |
|---|---|---|---|
| Quality Index | 57 | 42 | GPT-5.4 |
| Output Speed | 75 tok/s | 48 tok/s | GPT-5.4 |
| Time to First Token | 169.23s | 2.47s | MiniMax M2.5 |
| Value (Quality/$) | 22.8 | 139.7 | 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 | MiniMax M2.5 | Savings |
|---|---|---|---|
Single request 1K in / 300 out | $0.0070 | $0.0007 | MiniMax M2.5 saves $0.0063 |
10 requests 10K in / 3K out | $0.070 | $0.0066 | MiniMax M2.5 saves $0.063 |
100 requests 100K in / 30K out | $0.700 | $0.066 | MiniMax M2.5 saves $0.634 |
1,000 requests 1M in / 300K out | $7.00 | $0.660 | MiniMax M2.5 saves $6.34 |
10,000 requests 10M in / 3M out | $70.00 | $6.60 | MiniMax M2.5 saves $63.40 |
1M requests/mo 1B in / 300M out | $7000.00 | $660.00 | MiniMax M2.5 saves $6340.00 |
Pros & Cons
GPT-5.4 Strengths
- +Larger context window (1.1M vs 128K)
- +Higher max output tokens
- +Faster output (75 vs 48 tok/s)
- +Higher quality score (57 vs 42)
MiniMax M2.5 Strengths
- +Cheaper input tokens
- +Cheaper output tokens
- +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
- →Real-time applications, chat, or autocomplete
Choose MiniMax M2.5 for
- →Budget-conscious projects where cost is the primary factor
Frequently Asked Questions
Which is cheaper, GPT-5.4 or MiniMax M2.5?
For input tokens, MiniMax M2.5 is 8.3x cheaper at $0.3/1M tokens. For output tokens, MiniMax M2.5 is 12.5x cheaper at $1.2/1M tokens. At typical usage (1M input + 300K output), GPT-5.4 costs $7.00 vs MiniMax M2.5 at $0.660.
What's the context window difference?
GPT-5.4 supports 1.1M context (1,050,000 tokens), while MiniMax M2.5 supports 128K (128,000 tokens). GPT-5.4 can handle 8x more context in a single request.
Which model has better benchmarks?
Quality Index: GPT-5.4 scores 57 vs MiniMax M2.5 at 42. Speed: GPT-5.4 generates 75 tok/s vs MiniMax M2.5 at 48 tok/s. Time to first token: GPT-5.4 at 169.23s vs MiniMax M2.5 at 2.47s.
When should I choose GPT-5.4 over MiniMax M2.5?
Choose GPT-5.4 when you need: Larger context window (1.1M vs 128K), Higher max output tokens, Faster output (75 vs 48 tok/s), Higher quality score (57 vs 42). Choose MiniMax M2.5 when you need: Cheaper input tokens, Cheaper output tokens, 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, MiniMax M2.5 = $6.60. At 10K input + 1K output per request (longer conversations): GPT-5.4 = $400.00, MiniMax M2.5 = $42.00.