Compare/GLM-5.1 (Non-reasoning) vs GPT-5.4 mini (medium)

GLM-5.1 (Non-reasoning)vsGPT-5.4 mini (medium)

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

Z AI

GLM-5.1 (Non-reasoning)

Input
$1.4/M
Output
$4.4/M
Speed
48 tok/s
TTFT
1.36s
OpenAI

GPT-5.4 mini (medium)

Input
$0.75/M
Output
$4.5/M
Speed
161 tok/s
TTFT
6.28s

Winner by Category

Cheaper
GPT-5.4 mini (medium)
Faster (tok/s)
GPT-5.4 mini (medium)
Lower Latency
GLM-5.1 (Non-reasoning)
Benchmarks (4-3)
GLM-5.1 (Non-reasoning)

Pricing Comparison

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

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-5.1 (Non-reasoning)
48 tok/s
GPT-5.4 mini (medium)
161 tok/s
Time to First Token (seconds) — lower is better
GLM-5.1 (Non-reasoning)
1.36s
GPT-5.4 mini (medium)
6.28s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
43.837.7
Coding Index
35.837.5
Math Index
GPQA Diamond
83.9%82.3%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
25.6%17.1%
SciCode
36.1%44.2%
IFBench
52.0%64.8%
TerminalBench
35.6%34.1%
GLM-5.1 (Non-reasoning)4 wins
3 winsGPT-5.4 mini (medium)

Frequently Asked Questions

Which is cheaper, GLM-5.1 (Non-reasoning) or GPT-5.4 mini (medium)?

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

Which model performs better on benchmarks?

GLM-5.1 (Non-reasoning) wins 4 out of 12 benchmarks compared to 3 for GPT-5.4 mini (medium). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (medium) generates tokens faster at 161 tok/s vs 48 tok/s. GLM-5.1 (Non-reasoning) also has lower time-to-first-token (1.36s vs 6.28s).

When should I use GLM-5.1 (Non-reasoning) vs GPT-5.4 mini (medium)?

Choose based on your priorities: GPT-5.4 mini (medium) for lower cost, GLM-5.1 (Non-reasoning) for stronger benchmark performance, and GPT-5.4 mini (medium) for faster generation. For latency-sensitive apps, check the TTFT comparison above.