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

Qwen3 Coder 30B A3B InstructvsGLM-4.6 (Reasoning)

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

Alibaba

Qwen3 Coder 30B A3B Instruct

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

GLM-4.6 (Reasoning)

Input
$0.575/M
Output
$2.2/M
Speed
84 tok/s
TTFT
0.67s

Winner by Category

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

Pricing Comparison

MetricQwen3 Coder 30B A3B InstructGLM-4.6 (Reasoning)
Input ($/M tokens)$0.45$0.575
Output ($/M tokens)$2.25$2.2
Cost for 1M input + 100K output tokens:
Qwen3 Coder 30B A3B Instruct$0.68
GLM-4.6 (Reasoning)$0.79

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 Coder 30B A3B Instruct
26 tok/s
GLM-4.6 (Reasoning)
84 tok/s
Time to First Token (seconds) — lower is better
Qwen3 Coder 30B A3B Instruct
1.47s
GLM-4.6 (Reasoning)
0.67s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
20.032.5
Coding Index
19.429.5
Math Index
29.086.0
GPQA Diamond
51.6%78.0%
MMLU-Pro
70.6%82.9%
LiveCodeBench
40.3%69.5%
AIME 2025
29.0%86.0%
MATH-500
89.3%
Humanity's Last Exam
4.0%13.3%
SciCode
27.8%38.4%
IFBench
32.7%43.4%
TerminalBench
15.2%25.0%
Qwen3 Coder 30B A3B Instruct1 wins
11 winsGLM-4.6 (Reasoning)

Frequently Asked Questions

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

Qwen3 Coder 30B A3B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.90/M tokens vs $0.98/M for GLM-4.6 (Reasoning).

Which model performs better on benchmarks?

GLM-4.6 (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 (Reasoning) generates tokens faster at 84 tok/s vs 26 tok/s. However, GLM-4.6 (Reasoning) has lower time-to-first-token (0.67s vs 1.47s).

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

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