Compare/GLM-4.5V (Non-reasoning) vs Qwen3 30B A3B 2507 (Reasoning)

GLM-4.5V (Non-reasoning)vsQwen3 30B A3B 2507 (Reasoning)

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

Z AI

GLM-4.5V (Non-reasoning)

Input
$0.6/M
Output
$1.8/M
Speed
49 tok/s
TTFT
29.70s
Alibaba

Qwen3 30B A3B 2507 (Reasoning)

Input
$0.28/M
Output
$1.85/M
Speed
144 tok/s
TTFT
1.00s

Winner by Category

Cheaper
Qwen3 30B A3B 2507 (Reasoning)
Faster (tok/s)
Qwen3 30B A3B 2507 (Reasoning)
Lower Latency
Qwen3 30B A3B 2507 (Reasoning)
Benchmarks (1-11)
Qwen3 30B A3B 2507 (Reasoning)

Pricing Comparison

MetricGLM-4.5V (Non-reasoning)Qwen3 30B A3B 2507 (Reasoning)
Input ($/M tokens)$0.6$0.28
Output ($/M tokens)$1.8$1.85
Cost for 1M input + 100K output tokens:
GLM-4.5V (Non-reasoning)$0.78
Qwen3 30B A3B 2507 (Reasoning)$0.47

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.5V (Non-reasoning)
49 tok/s
Qwen3 30B A3B 2507 (Reasoning)
144 tok/s
Time to First Token (seconds) — lower is better
GLM-4.5V (Non-reasoning)
29.70s
Qwen3 30B A3B 2507 (Reasoning)
1.00s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
12.722.4
Coding Index
10.814.6
Math Index
15.356.3
GPQA Diamond
57.3%70.7%
MMLU-Pro
75.1%80.5%
LiveCodeBench
35.2%70.7%
AIME 2025
15.3%56.3%
MATH-500
97.6%
Humanity's Last Exam
3.6%9.8%
SciCode
18.8%33.3%
IFBench
28.6%50.7%
TerminalBench
6.8%5.3%
GLM-4.5V (Non-reasoning)1 wins
11 winsQwen3 30B A3B 2507 (Reasoning)

Frequently Asked Questions

Which is cheaper, GLM-4.5V (Non-reasoning) or Qwen3 30B A3B 2507 (Reasoning)?

Qwen3 30B A3B 2507 (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.67/M tokens vs $0.90/M for GLM-4.5V (Non-reasoning).

Which model performs better on benchmarks?

Qwen3 30B A3B 2507 (Reasoning) wins 11 out of 12 benchmarks compared to 1 for GLM-4.5V (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 30B A3B 2507 (Reasoning) generates tokens faster at 144 tok/s vs 49 tok/s. However, Qwen3 30B A3B 2507 (Reasoning) has lower time-to-first-token (1.00s vs 29.70s).

When should I use GLM-4.5V (Non-reasoning) vs Qwen3 30B A3B 2507 (Reasoning)?

Choose based on your priorities: Qwen3 30B A3B 2507 (Reasoning) for lower cost, Qwen3 30B A3B 2507 (Reasoning) for stronger benchmark performance, and Qwen3 30B A3B 2507 (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.