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

GPT-5.4 mini (Non-Reasoning)vsGLM-5.1 (Non-reasoning)

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

OpenAI

GPT-5.4 mini (Non-Reasoning)

Input
$0.75/M
Output
$4.5/M
Speed
154 tok/s
TTFT
0.60s
Z AI

GLM-5.1 (Non-reasoning)

Input
$1.4/M
Output
$4.4/M
Speed
42 tok/s
TTFT
1.15s

Winner by Category

Cheaper
GPT-5.4 mini (Non-Reasoning)
Faster (tok/s)
GPT-5.4 mini (Non-Reasoning)
Lower Latency
GPT-5.4 mini (Non-Reasoning)
Benchmarks (1-6)
GLM-5.1 (Non-reasoning)

Pricing Comparison

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

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.4 mini (Non-Reasoning)
154 tok/s
GLM-5.1 (Non-reasoning)
42 tok/s
Time to First Token (seconds) — lower is better
GPT-5.4 mini (Non-Reasoning)
0.60s
GLM-5.1 (Non-reasoning)
1.15s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
23.343.8
Coding Index
25.335.8
Math Index
GPQA Diamond
60.6%83.9%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
5.7%25.6%
SciCode
39.6%36.1%
IFBench
38.8%52.0%
TerminalBench
18.2%35.6%
GPT-5.4 mini (Non-Reasoning)1 wins
6 winsGLM-5.1 (Non-reasoning)

Frequently Asked Questions

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

GPT-5.4 mini (Non-Reasoning) 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 6 out of 12 benchmarks compared to 1 for GPT-5.4 mini (Non-Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (Non-Reasoning) generates tokens faster at 154 tok/s vs 42 tok/s. GPT-5.4 mini (Non-Reasoning) also has lower time-to-first-token (0.60s vs 1.15s).

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

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