Compare/GLM-5 (Non-reasoning) vs Qwen3.5 122B A10B (Reasoning)

GLM-5 (Non-reasoning)vsQwen3.5 122B A10B (Reasoning)

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

Z AI

GLM-5 (Non-reasoning)

Input
$1/M
Output
$3.2/M
Speed
61 tok/s
TTFT
1.08s
Alibaba

Qwen3.5 122B A10B (Reasoning)

Input
$0.4/M
Output
$3.2/M
Speed
135 tok/s
TTFT
1.02s

Winner by Category

Cheaper
Qwen3.5 122B A10B (Reasoning)
Faster (tok/s)
Qwen3.5 122B A10B (Reasoning)
Lower Latency
Qwen3.5 122B A10B (Reasoning)
Benchmarks (2-5)
Qwen3.5 122B A10B (Reasoning)

Pricing Comparison

MetricGLM-5 (Non-reasoning)Qwen3.5 122B A10B (Reasoning)
Input ($/M tokens)$1$0.4
Output ($/M tokens)$3.2$3.2
Cost for 1M input + 100K output tokens:
GLM-5 (Non-reasoning)$1.32
Qwen3.5 122B A10B (Reasoning)$0.72

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-5 (Non-reasoning)
61 tok/s
Qwen3.5 122B A10B (Reasoning)
135 tok/s
Time to First Token (seconds) — lower is better
GLM-5 (Non-reasoning)
1.08s
Qwen3.5 122B A10B (Reasoning)
1.02s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
40.641.6
Coding Index
39.034.7
Math Index
GPQA Diamond
66.6%85.7%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
7.2%23.4%
SciCode
38.3%42.0%
IFBench
55.2%75.7%
TerminalBench
39.4%31.1%
GLM-5 (Non-reasoning)2 wins
5 winsQwen3.5 122B A10B (Reasoning)

Frequently Asked Questions

Which is cheaper, GLM-5 (Non-reasoning) or Qwen3.5 122B A10B (Reasoning)?

Qwen3.5 122B A10B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.10/M tokens vs $1.55/M for GLM-5 (Non-reasoning).

Which model performs better on benchmarks?

Qwen3.5 122B A10B (Reasoning) wins 5 out of 12 benchmarks compared to 2 for GLM-5 (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 122B A10B (Reasoning) generates tokens faster at 135 tok/s vs 61 tok/s. However, Qwen3.5 122B A10B (Reasoning) has lower time-to-first-token (1.02s vs 1.08s).

When should I use GLM-5 (Non-reasoning) vs Qwen3.5 122B A10B (Reasoning)?

Choose based on your priorities: Qwen3.5 122B A10B (Reasoning) for lower cost, Qwen3.5 122B A10B (Reasoning) for stronger benchmark performance, and Qwen3.5 122B A10B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.