Compare/GLM-4.5 (Reasoning) vs Qwen3.5 35B A3B (Non-reasoning)

GLM-4.5 (Reasoning)vsQwen3.5 35B A3B (Non-reasoning)

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

Z AI

GLM-4.5 (Reasoning)

Input
$0.49/M
Output
$1.9/M
Speed
48 tok/s
TTFT
0.78s
Alibaba

Qwen3.5 35B A3B (Non-reasoning)

Input
$0.25/M
Output
$2/M
Speed
119 tok/s
TTFT
0.98s

Winner by Category

Cheaper
Qwen3.5 35B A3B (Non-reasoning)
Faster (tok/s)
Qwen3.5 35B A3B (Non-reasoning)
Lower Latency
GLM-4.5 (Reasoning)
Benchmarks (8-4)
GLM-4.5 (Reasoning)

Pricing Comparison

MetricGLM-4.5 (Reasoning)Qwen3.5 35B A3B (Non-reasoning)
Input ($/M tokens)$0.49$0.25
Output ($/M tokens)$1.9$2
Cost for 1M input + 100K output tokens:
GLM-4.5 (Reasoning)$0.68
Qwen3.5 35B A3B (Non-reasoning)$0.45

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.5 (Reasoning)
48 tok/s
Qwen3.5 35B A3B (Non-reasoning)
119 tok/s
Time to First Token (seconds) — lower is better
GLM-4.5 (Reasoning)
0.78s
Qwen3.5 35B A3B (Non-reasoning)
0.98s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
26.430.7
Coding Index
26.316.8
Math Index
73.7
GPQA Diamond
78.2%81.9%
MMLU-Pro
83.5%
LiveCodeBench
73.8%
AIME 2025
73.7%
MATH-500
97.9%
Humanity's Last Exam
12.2%12.8%
SciCode
34.8%29.3%
IFBench
44.1%44.5%
TerminalBench
22.0%10.6%
GLM-4.5 (Reasoning)8 wins
4 winsQwen3.5 35B A3B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, GLM-4.5 (Reasoning) or Qwen3.5 35B A3B (Non-reasoning)?

Qwen3.5 35B A3B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.69/M tokens vs $0.84/M for GLM-4.5 (Reasoning).

Which model performs better on benchmarks?

GLM-4.5 (Reasoning) wins 8 out of 12 benchmarks compared to 4 for Qwen3.5 35B A3B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 35B A3B (Non-reasoning) generates tokens faster at 119 tok/s vs 48 tok/s. GLM-4.5 (Reasoning) also has lower time-to-first-token (0.78s vs 0.98s).

When should I use GLM-4.5 (Reasoning) vs Qwen3.5 35B A3B (Non-reasoning)?

Choose based on your priorities: Qwen3.5 35B A3B (Non-reasoning) for lower cost, GLM-4.5 (Reasoning) for stronger benchmark performance, and Qwen3.5 35B A3B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.