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

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

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

Z AI

GLM-4.6 (Non-reasoning)

Input
$0.6/M
Output
$2.2/M
Speed
86 tok/s
TTFT
1.68s
Alibaba

Qwen3 Coder 30B A3B Instruct

Input
$0.45/M
Output
$2.25/M
Speed
26 tok/s
TTFT
1.47s

Winner by Category

Cheaper
Qwen3 Coder 30B A3B Instruct
Faster (tok/s)
GLM-4.6 (Non-reasoning)
Lower Latency
Qwen3 Coder 30B A3B Instruct
Benchmarks (11-1)
GLM-4.6 (Non-reasoning)

Pricing Comparison

MetricGLM-4.6 (Non-reasoning)Qwen3 Coder 30B A3B Instruct
Input ($/M tokens)$0.6$0.45
Output ($/M tokens)$2.2$2.25
Cost for 1M input + 100K output tokens:
GLM-4.6 (Non-reasoning)$0.82
Qwen3 Coder 30B A3B Instruct$0.68

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.6 (Non-reasoning)
86 tok/s
Qwen3 Coder 30B A3B Instruct
26 tok/s
Time to First Token (seconds) — lower is better
GLM-4.6 (Non-reasoning)
1.68s
Qwen3 Coder 30B A3B Instruct
1.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
30.220.0
Coding Index
30.219.4
Math Index
44.329.0
GPQA Diamond
63.2%51.6%
MMLU-Pro
78.4%70.6%
LiveCodeBench
56.1%40.3%
AIME 2025
44.3%29.0%
MATH-500
89.3%
Humanity's Last Exam
5.2%4.0%
SciCode
33.1%27.8%
IFBench
36.7%32.7%
TerminalBench
28.8%15.2%
GLM-4.6 (Non-reasoning)11 wins
1 winsQwen3 Coder 30B A3B Instruct

Frequently Asked Questions

Which is cheaper, GLM-4.6 (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 $0.90/M tokens vs $1.00/M for GLM-4.6 (Non-reasoning).

Which model performs better on benchmarks?

GLM-4.6 (Non-reasoning) wins 11 out of 12 benchmarks compared to 1 for Qwen3 Coder 30B A3B Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GLM-4.6 (Non-reasoning) generates tokens faster at 86 tok/s vs 26 tok/s. However, Qwen3 Coder 30B A3B Instruct has lower time-to-first-token (1.47s vs 1.68s).

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

Choose based on your priorities: Qwen3 Coder 30B A3B Instruct for lower cost, GLM-4.6 (Non-reasoning) for stronger benchmark performance, and GLM-4.6 (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.