Compare/GLM-4.6V (Non-reasoning) vs Qwen3 Coder 30B A3B Instruct

GLM-4.6V (Non-reasoning)vsQwen3 Coder 30B A3B Instruct

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

Z AI

GLM-4.6V (Non-reasoning)

Input
$0.3/M
Output
$0.9/M
Speed
29 tok/s
TTFT
9.61s
Alibaba

Qwen3 Coder 30B A3B Instruct

Input
$0.19/M
Output
$0.839/M
Speed
106 tok/s
TTFT
1.48s

Winner by Category

Cheaper
Qwen3 Coder 30B A3B Instruct
Faster (tok/s)
Qwen3 Coder 30B A3B Instruct
Lower Latency
Qwen3 Coder 30B A3B Instruct
Benchmarks (3-9)
Qwen3 Coder 30B A3B Instruct

Pricing Comparison

MetricGLM-4.6V (Non-reasoning)Qwen3 Coder 30B A3B Instruct
Input ($/M tokens)$0.3$0.19
Output ($/M tokens)$0.9$0.839
Cost for 1M input + 100K output tokens:
GLM-4.6V (Non-reasoning)$0.39
Qwen3 Coder 30B A3B Instruct$0.27

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.6V (Non-reasoning)
29 tok/s
Qwen3 Coder 30B A3B Instruct
106 tok/s
Time to First Token (seconds) — lower is better
GLM-4.6V (Non-reasoning)
9.61s
Qwen3 Coder 30B A3B Instruct
1.48s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
17.120.0
Coding Index
11.119.4
Math Index
26.329.0
GPQA Diamond
56.6%51.6%
MMLU-Pro
75.2%70.6%
LiveCodeBench
41.1%40.3%
AIME 2025
26.3%29.0%
MATH-500
89.3%
Humanity's Last Exam
3.7%4.0%
SciCode
27.2%27.8%
IFBench
27.9%32.7%
TerminalBench
3.0%15.2%
GLM-4.6V (Non-reasoning)3 wins
9 winsQwen3 Coder 30B A3B Instruct

Frequently Asked Questions

Which is cheaper, GLM-4.6V (Non-reasoning) or Qwen3 Coder 30B A3B Instruct?

Qwen3 Coder 30B A3B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.35/M tokens vs $0.45/M for GLM-4.6V (Non-reasoning).

Which model performs better on benchmarks?

Qwen3 Coder 30B A3B Instruct wins 9 out of 12 benchmarks compared to 3 for GLM-4.6V (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 Coder 30B A3B Instruct generates tokens faster at 106 tok/s vs 29 tok/s. However, Qwen3 Coder 30B A3B Instruct has lower time-to-first-token (1.48s vs 9.61s).

When should I use GLM-4.6V (Non-reasoning) vs Qwen3 Coder 30B A3B Instruct?

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