Compare/GPT-5.4 mini (xhigh) vs Magistral Medium 1.2

GPT-5.4 mini (xhigh)vsMagistral Medium 1.2

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

OpenAI

GPT-5.4 mini (xhigh)

Input
$0.75/M
Output
$4.5/M
Speed
219 tok/s
TTFT
3.82s
Mistral

Magistral Medium 1.2

Input
$2/M
Output
$5/M
Speed
98 tok/s
TTFT
0.45s

Winner by Category

Cheaper
GPT-5.4 mini (xhigh)
Faster (tok/s)
GPT-5.4 mini (xhigh)
Lower Latency
Magistral Medium 1.2
Benchmarks (7-4)
GPT-5.4 mini (xhigh)

Pricing Comparison

MetricGPT-5.4 mini (xhigh)Magistral Medium 1.2
Input ($/M tokens)$0.75$2
Output ($/M tokens)$4.5$5
Cost for 1M input + 100K output tokens:
GPT-5.4 mini (xhigh)$1.20
Magistral Medium 1.2$2.50

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.4 mini (xhigh)
219 tok/s
Magistral Medium 1.2
98 tok/s
Time to First Token (seconds) — lower is better
GPT-5.4 mini (xhigh)
3.82s
Magistral Medium 1.2
0.45s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
48.127.1
Coding Index
51.521.7
Math Index
82.0
GPQA Diamond
87.5%73.9%
MMLU-Pro
81.5%
LiveCodeBench
75.0%
AIME 2025
82.0%
MATH-500
Humanity's Last Exam
26.6%9.6%
SciCode
49.9%39.2%
IFBench
73.3%43.0%
TerminalBench
52.3%12.9%
GPT-5.4 mini (xhigh)7 wins
4 winsMagistral Medium 1.2

Frequently Asked Questions

Which is cheaper, GPT-5.4 mini (xhigh) or Magistral Medium 1.2?

GPT-5.4 mini (xhigh) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.69/M tokens vs $2.75/M for Magistral Medium 1.2.

Which model performs better on benchmarks?

GPT-5.4 mini (xhigh) wins 7 out of 12 benchmarks compared to 4 for Magistral Medium 1.2. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (xhigh) generates tokens faster at 219 tok/s vs 98 tok/s. However, Magistral Medium 1.2 has lower time-to-first-token (0.45s vs 3.82s).

When should I use GPT-5.4 mini (xhigh) vs Magistral Medium 1.2?

Choose based on your priorities: GPT-5.4 mini (xhigh) for lower cost, GPT-5.4 mini (xhigh) for stronger benchmark performance, and GPT-5.4 mini (xhigh) for faster generation. For latency-sensitive apps, check the TTFT comparison above.