Updated March 26, 2026· Based on independent benchmark data
GPT-5.4 (xhigh) leads in intelligence with a score of 57.2 vs 49.6. MiniMax-M2.7 is 8.3x cheaper at $0.30/1M tokens vs $2.50/1M. For speed, GPT-5.4 (xhigh) wins at 77 tok/s vs 45 tok/s.
| Metric | GPT-5.4 (xhigh) | MiniMax-M2.7 |
|---|---|---|
| Intelligence Score | 57.2 | 49.6 |
| Coding Score | 57.3 | 41.9 |
| Math Score | N/A | N/A |
| Speed (tok/s) | 77 tok/s | 45 tok/s |
| Latency (TTFT) | 181.82s | 1.78s |
| Input Price / 1M tokens | $2.50 | $0.30 |
| Output Price / 1M tokens | $15 | $1.20 |
| Context Window | N/A | N/A |
GPT-5.4 (xhigh) outperforms MiniMax-M2.7 on the intelligence index with a score of 57.2 compared to 49.6. For coding tasks, GPT-5.4 (xhigh) has the edge with a coding score of 57.3 vs 41.9.
GPT-5.4 (xhigh) generates output significantly faster at 77 tok/s compared to MiniMax-M2.7's 45 tok/s, making it 1.7x faster for streaming responses. Time to first token is 1.78s for MiniMax-M2.7 vs 181.82s for GPT-5.4 (xhigh), which affects perceived responsiveness in interactive applications.
MiniMax-M2.7 is more affordable at $0.30/1M input tokens ($1.20/1M output), while GPT-5.4 (xhigh) costs $2.50/1M input ($15/1M output). That makes GPT-5.4 (xhigh) 8.3x more expensive per token, which can add up significantly at scale. For a typical workload of 100 requests per day at 2,000 tokens each, GPT-5.4 (xhigh) would cost approximately $15.00/month vs $1.80/month for MiniMax-M2.7 in input costs alone.
Choose GPT-5.4 (xhigh) when you need higher intelligence (57.2), stronger coding performance (57.3), faster output (77 tok/s). Choose MiniMax-M2.7 when you need lower cost.
GPT-5.4 (xhigh) scores higher on coding benchmarks (57.3 vs 41.9), making it the better choice for programming tasks.
MiniMax-M2.7 is cheaper at $0.30/1M input tokens vs $2.50/1M for GPT-5.4 (xhigh).
GPT-5.4 (xhigh) is faster, producing output at 77 tok/s compared to MiniMax-M2.7's 45 tok/s.
No, GPT-5.4 (xhigh) does not support image input. Neither model supports image input.
Data last synced: March 26, 2026
| Max Output Tokens | N/A | N/A |
| Input Modalities | Text | Text |
| Output Modalities | Text | Text |
| Free Tier | No | No |
It depends on your priorities. GPT-5.4 (xhigh) scores higher on intelligence (57.2), but MiniMax-M2.7 may be better for specific use cases like budget-conscious projects or speed-critical applications.