Compare/GLM-4.5 (Reasoning) vs Qwen3 Next 80B A3B Instruct

GLM-4.5 (Reasoning)vsQwen3 Next 80B A3B Instruct

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 Next 80B A3B Instruct

Input
$0.5/M
Output
$2/M
Speed
154 tok/s
TTFT
0.98s

Winner by Category

Cheaper
GLM-4.5 (Reasoning)
Faster (tok/s)
Qwen3 Next 80B A3B Instruct
Lower Latency
GLM-4.5 (Reasoning)
Benchmarks (12-0)
GLM-4.5 (Reasoning)

Pricing Comparison

MetricGLM-4.5 (Reasoning)Qwen3 Next 80B A3B Instruct
Input ($/M tokens)$0.49$0.5
Output ($/M tokens)$1.9$2
Cost for 1M input + 100K output tokens:
GLM-4.5 (Reasoning)$0.68
Qwen3 Next 80B A3B Instruct$0.70

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-4.5 (Reasoning)
48 tok/s
Qwen3 Next 80B A3B Instruct
154 tok/s
Time to First Token (seconds) — lower is better
GLM-4.5 (Reasoning)
0.78s
Qwen3 Next 80B A3B Instruct
0.98s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
26.420.1
Coding Index
26.315.3
Math Index
73.766.3
GPQA Diamond
78.2%73.8%
MMLU-Pro
83.5%81.9%
LiveCodeBench
73.8%68.4%
AIME 2025
73.7%66.3%
MATH-500
97.9%
Humanity's Last Exam
12.2%7.3%
SciCode
34.8%30.7%
IFBench
44.1%39.7%
TerminalBench
22.0%7.6%
GLM-4.5 (Reasoning)12 wins
0 winsQwen3 Next 80B A3B Instruct

Frequently Asked Questions

Which is cheaper, GLM-4.5 (Reasoning) or Qwen3 Next 80B A3B Instruct?

GLM-4.5 (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.84/M tokens vs $0.88/M for Qwen3 Next 80B A3B Instruct.

Which model performs better on benchmarks?

GLM-4.5 (Reasoning) wins 12 out of 12 benchmarks compared to 0 for Qwen3 Next 80B A3B Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 Next 80B A3B Instruct generates tokens faster at 154 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 Next 80B A3B Instruct?

Choose based on your priorities: GLM-4.5 (Reasoning) for lower cost, GLM-4.5 (Reasoning) for stronger benchmark performance, and Qwen3 Next 80B A3B Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.