Compare/GLM-5.1 (Reasoning) vs GPT-5.4 mini (xhigh)

GLM-5.1 (Reasoning)vsGPT-5.4 mini (xhigh)

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

Z AI

GLM-5.1 (Reasoning)

Input
$1.4/M
Output
$4.4/M
Speed
79 tok/s
TTFT
1.08s
OpenAI

GPT-5.4 mini (xhigh)

Input
$0.75/M
Output
$4.5/M
Speed
159 tok/s
TTFT
6.03s

Winner by Category

Cheaper
GPT-5.4 mini (xhigh)
Faster (tok/s)
GPT-5.4 mini (xhigh)
Lower Latency
GLM-5.1 (Reasoning)
Benchmarks (3-4)
GPT-5.4 mini (xhigh)

Pricing Comparison

MetricGLM-5.1 (Reasoning)GPT-5.4 mini (xhigh)
Input ($/M tokens)$1.4$0.75
Output ($/M tokens)$4.4$4.5
Cost for 1M input + 100K output tokens:
GLM-5.1 (Reasoning)$1.84
GPT-5.4 mini (xhigh)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-5.1 (Reasoning)
79 tok/s
GPT-5.4 mini (xhigh)
159 tok/s
Time to First Token (seconds) — lower is better
GLM-5.1 (Reasoning)
1.08s
GPT-5.4 mini (xhigh)
6.03s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
51.348.1
Coding Index
42.951.5
Math Index
GPQA Diamond
86.8%87.5%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
28.0%26.6%
SciCode
43.8%49.9%
IFBench
76.3%73.3%
TerminalBench
42.4%52.3%
GLM-5.1 (Reasoning)3 wins
4 winsGPT-5.4 mini (xhigh)

Frequently Asked Questions

Which is cheaper, GLM-5.1 (Reasoning) or GPT-5.4 mini (xhigh)?

GPT-5.4 mini (xhigh) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.69/M tokens vs $2.15/M for GLM-5.1 (Reasoning).

Which model performs better on benchmarks?

GPT-5.4 mini (xhigh) wins 4 out of 12 benchmarks compared to 3 for GLM-5.1 (Reasoning). 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 159 tok/s vs 79 tok/s. GLM-5.1 (Reasoning) also has lower time-to-first-token (1.08s vs 6.03s).

When should I use GLM-5.1 (Reasoning) vs GPT-5.4 mini (xhigh)?

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.