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

GLM-4.6V (Non-reasoning)vsQwen3 Omni 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
23 tok/s
TTFT
5.88s
Alibaba

Qwen3 Omni 30B A3B Instruct

Input
$0.25/M
Output
$0.97/M
Speed
108 tok/s
TTFT
0.86s

Winner by Category

Cheaper
Qwen3 Omni 30B A3B Instruct
Faster (tok/s)
Qwen3 Omni 30B A3B Instruct
Lower Latency
Qwen3 Omni 30B A3B Instruct
Benchmarks (5-6)
Qwen3 Omni 30B A3B Instruct

Pricing Comparison

MetricGLM-4.6V (Non-reasoning)Qwen3 Omni 30B A3B Instruct
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 Instruct$0.35

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.6V (Non-reasoning)
23 tok/s
Qwen3 Omni 30B A3B Instruct
108 tok/s
Time to First Token (seconds) — lower is better
GLM-4.6V (Non-reasoning)
5.88s
Qwen3 Omni 30B A3B Instruct
0.86s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
17.110.7
Coding Index
11.17.2
Math Index
26.352.3
GPQA Diamond
56.6%62.0%
MMLU-Pro
75.2%72.5%
LiveCodeBench
41.1%42.2%
AIME 2025
26.3%52.3%
MATH-500
Humanity's Last Exam
3.7%5.1%
SciCode
27.2%18.6%
IFBench
27.9%31.2%
TerminalBench
3.0%1.5%
GLM-4.6V (Non-reasoning)5 wins
6 winsQwen3 Omni 30B A3B Instruct

Frequently Asked Questions

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

Qwen3 Omni 30B A3B Instruct 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 Instruct wins 6 out of 12 benchmarks compared to 5 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 Instruct generates tokens faster at 108 tok/s vs 23 tok/s. However, Qwen3 Omni 30B A3B Instruct has lower time-to-first-token (0.86s vs 5.88s).

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

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