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

Qwen3 Coder 480B A35B InstructvsGLM-4.5V (Non-reasoning)

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

Alibaba

Qwen3 Coder 480B A35B Instruct

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

GLM-4.5V (Non-reasoning)

Input
$0.6/M
Output
$1.8/M
Speed
53 tok/s
TTFT
27.09s

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 (12-0)
Qwen3 Coder 480B A35B Instruct

Pricing Comparison

MetricQwen3 Coder 480B A35B InstructGLM-4.5V (Non-reasoning)
Input ($/M tokens)$0.3$0.6
Output ($/M tokens)$1.8$1.8
Cost for 1M input + 100K output tokens:
Qwen3 Coder 480B A35B Instruct$0.48
GLM-4.5V (Non-reasoning)$0.78

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
24.812.7
Coding Index
24.610.8
Math Index
39.315.3
GPQA Diamond
61.8%57.3%
MMLU-Pro
78.8%75.1%
LiveCodeBench
58.5%35.2%
AIME 2025
39.3%15.3%
MATH-500
94.2%
Humanity's Last Exam
4.4%3.6%
SciCode
35.9%18.8%
IFBench
40.5%28.6%
TerminalBench
18.9%6.8%
Qwen3 Coder 480B A35B Instruct12 wins
0 winsGLM-4.5V (Non-reasoning)

Frequently Asked Questions

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

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. Qwen3 Coder 480B A35B Instruct also has lower time-to-first-token (1.70s vs 27.09s).

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

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.