Compare/GLM-4.5V (Non-reasoning) vs Qwen3 Coder 480B A35B Instruct

GLM-4.5V (Non-reasoning)vsQwen3 Coder 480B A35B Instruct

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
53 tok/s
TTFT
27.09s
Alibaba

Qwen3 Coder 480B A35B Instruct

Input
$0.3/M
Output
$1.8/M
Speed
67 tok/s
TTFT
1.70s

Winner by Category

Cheaper
Qwen3 Coder 480B A35B Instruct
Faster (tok/s)
Qwen3 Coder 480B A35B Instruct
Lower Latency
Qwen3 Coder 480B A35B Instruct
Benchmarks (0-12)
Qwen3 Coder 480B A35B Instruct

Pricing Comparison

MetricGLM-4.5V (Non-reasoning)Qwen3 Coder 480B A35B Instruct
Input ($/M tokens)$0.6$0.3
Output ($/M tokens)$1.8$1.8
Cost for 1M input + 100K output tokens:
GLM-4.5V (Non-reasoning)$0.78
Qwen3 Coder 480B A35B Instruct$0.48

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.5V (Non-reasoning)
53 tok/s
Qwen3 Coder 480B A35B Instruct
67 tok/s
Time to First Token (seconds) — lower is better
GLM-4.5V (Non-reasoning)
27.09s
Qwen3 Coder 480B A35B Instruct
1.70s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
12.724.8
Coding Index
10.824.6
Math Index
15.339.3
GPQA Diamond
57.3%61.8%
MMLU-Pro
75.1%78.8%
LiveCodeBench
35.2%58.5%
AIME 2025
15.3%39.3%
MATH-500
94.2%
Humanity's Last Exam
3.6%4.4%
SciCode
18.8%35.9%
IFBench
28.6%40.5%
TerminalBench
6.8%18.9%
GLM-4.5V (Non-reasoning)0 wins
12 winsQwen3 Coder 480B A35B Instruct

Frequently Asked Questions

Which is cheaper, GLM-4.5V (Non-reasoning) or Qwen3 Coder 480B A35B Instruct?

Qwen3 Coder 480B A35B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.68/M tokens vs $0.90/M for GLM-4.5V (Non-reasoning).

Which model performs better on benchmarks?

Qwen3 Coder 480B A35B Instruct wins 12 out of 12 benchmarks compared to 0 for GLM-4.5V (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 Coder 480B A35B Instruct generates tokens faster at 67 tok/s vs 53 tok/s. However, Qwen3 Coder 480B A35B Instruct has lower time-to-first-token (1.70s vs 27.09s).

When should I use GLM-4.5V (Non-reasoning) vs Qwen3 Coder 480B A35B Instruct?

Choose based on your priorities: Qwen3 Coder 480B A35B Instruct for lower cost, Qwen3 Coder 480B A35B Instruct for stronger benchmark performance, and Qwen3 Coder 480B A35B Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.