Compare/GLM-4.6V (Non-reasoning) vs Qwen3 Omni 30B A3B (Reasoning)

GLM-4.6V (Non-reasoning)vsQwen3 Omni 30B A3B (Reasoning)

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
23 tok/s
TTFT
5.88s
Alibaba

Qwen3 Omni 30B A3B (Reasoning)

Input
$0.25/M
Output
$0.97/M
Speed
103 tok/s
TTFT
0.92s

Winner by Category

Cheaper
Qwen3 Omni 30B A3B (Reasoning)
Faster (tok/s)
Qwen3 Omni 30B A3B (Reasoning)
Lower Latency
Qwen3 Omni 30B A3B (Reasoning)
Benchmarks (1-10)
Qwen3 Omni 30B A3B (Reasoning)

Pricing Comparison

MetricGLM-4.6V (Non-reasoning)Qwen3 Omni 30B A3B (Reasoning)
Input ($/M tokens)$0.3$0.25
Output ($/M tokens)$0.9$0.97
Cost for 1M input + 100K output tokens:
GLM-4.6V (Non-reasoning)$0.39
Qwen3 Omni 30B A3B (Reasoning)$0.35

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.6V (Non-reasoning)
23 tok/s
Qwen3 Omni 30B A3B (Reasoning)
103 tok/s
Time to First Token (seconds) — lower is better
GLM-4.6V (Non-reasoning)
5.88s
Qwen3 Omni 30B A3B (Reasoning)
0.92s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
17.115.6
Coding Index
11.112.7
Math Index
26.374.0
GPQA Diamond
56.6%72.6%
MMLU-Pro
75.2%79.2%
LiveCodeBench
41.1%67.9%
AIME 2025
26.3%74.0%
MATH-500
Humanity's Last Exam
3.7%7.3%
SciCode
27.2%30.6%
IFBench
27.9%43.4%
TerminalBench
3.0%3.8%
GLM-4.6V (Non-reasoning)1 wins
10 winsQwen3 Omni 30B A3B (Reasoning)

Frequently Asked Questions

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

Qwen3 Omni 30B A3B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.43/M tokens vs $0.45/M for GLM-4.6V (Non-reasoning).

Which model performs better on benchmarks?

Qwen3 Omni 30B A3B (Reasoning) wins 10 out of 12 benchmarks compared to 1 for GLM-4.6V (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 Omni 30B A3B (Reasoning) generates tokens faster at 103 tok/s vs 23 tok/s. However, Qwen3 Omni 30B A3B (Reasoning) has lower time-to-first-token (0.92s vs 5.88s).

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

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