Compare/GLM-5 (Non-reasoning) vs Nova Pro

GLM-5 (Non-reasoning)vsNova Pro

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
Amazon

Nova Pro

Input
$0.8/M
Output
$3.2/M
Speed
TTFT

Winner by Category

Cheaper
Nova Pro
Faster (tok/s)
GLM-5 (Non-reasoning)
Lower Latency
Nova Pro
Benchmarks (7-5)
GLM-5 (Non-reasoning)

Pricing Comparison

MetricGLM-5 (Non-reasoning)Nova Pro
Input ($/M tokens)$1$0.8
Output ($/M tokens)$3.2$3.2
Cost for 1M input + 100K output tokens:
GLM-5 (Non-reasoning)$1.32
Nova Pro$1.12

Speed Comparison

Output Speed (tokens/s) — higher is better
GLM-5 (Non-reasoning)
61 tok/s
Nova Pro
Time to First Token (seconds) — lower is better
GLM-5 (Non-reasoning)
1.08s
Nova Pro

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
40.613.5
Coding Index
39.011.0
Math Index
7.0
GPQA Diamond
66.6%49.9%
MMLU-Pro
69.1%
LiveCodeBench
23.3%
AIME 2025
7.0%
MATH-500
78.6%
Humanity's Last Exam
7.2%3.4%
SciCode
38.3%20.8%
IFBench
55.2%38.1%
TerminalBench
39.4%6.1%
GLM-5 (Non-reasoning)7 wins
5 winsNova Pro

Frequently Asked Questions

Which is cheaper, GLM-5 (Non-reasoning) or Nova Pro?

Nova Pro is cheaper overall. Its blended price (3:1 input/output ratio) is $1.40/M tokens vs $1.55/M for GLM-5 (Non-reasoning).

Which model performs better on benchmarks?

GLM-5 (Non-reasoning) wins 7 out of 12 benchmarks compared to 5 for Nova Pro. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GLM-5 (Non-reasoning) generates tokens faster at 61 tok/s vs 0 tok/s. However, Nova Pro has lower time-to-first-token (0.00s vs 1.08s).

When should I use GLM-5 (Non-reasoning) vs Nova Pro?

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