GLM-4 Plus vs Amazon Nova Micro

Compare GLM-4 Plus and Amazon Nova Micro: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.

Updated 2026-05-21 · By Abhishek Raj · Our methodology

All Zhipu AI models All Amazon models What is an LLM API? Python Quickstart What is inference?
Feature GLM-4 Plus Amazon Nova Micro
CategoryOpen SourceCompact
Parameters130B~8B
Context Window128K128K
Input Price$0.05/1M tokens$0.001/1M tokens
Output Price$0.09/1M tokens$0.004/1M tokens
Latency~350ms~50ms

Choose GLM-4 Plus when:

  • ✓ Buddhist text analysis
  • ✓ Cross-cultural content
  • ✓ Bilingual apps
Key Strengths:

Strong bilingual, Good classical Chinese, Reliable

Choose Amazon Nova Micro when:

  • ✓ Classification
  • ✓ Intent detection
  • ✓ Preprocessing
Key Strengths:

Cheapest inference, Ultra-fast, Text-only

Verdict: GLM-4 Plus vs Amazon Nova Micro

For cost efficiency, Amazon Nova Micro wins at $0.001/1M input tokens. For speed, GLM-4 Plus is faster at ~350ms. GLM-4 Plus excels at Buddhist text analysis while Amazon Nova Micro is better for Classification. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

GLM-4 Plus costs $0.05/1M input tokens and $0.09/1M output tokens. Amazon Nova Micro costs $0.001 input and $0.004 output. Amazon Nova Micro is 50.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

GLM-4 Plus has a 128K context window with ~350ms latency. Amazon Nova Micro offers 128K context at ~50ms. Both have identical context windows.

Best For

GLM-4 Plus (Open Source) is optimized for: Buddhist text analysis, Cross-cultural content, Bilingual apps. Amazon Nova Micro (Compact) works best for: Classification, Intent detection, Preprocessing.

Try Both on XALEN

Both models are available through XALEN's OpenAI-compatible API. Switch between them by changing the model parameter:

from xalen import XALEN

client = XALEN(api_key="xln_test_YOUR_KEY")

# Use GLM-4 Plus
response_a = client.chat.completions.create(
    model="glm-4-plus",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Amazon Nova Micro
response_b = client.chat.completions.create(
    model="amazon-nova-micro",
    messages=[{"role": "user", "content": "Your question here"}]
)

Start Building with XALEN

200+ AI models. One API. Pay-as-you-go.

Get API Key Try in Playground

Frequently Asked Questions

Which is better, GLM-4 Plus or Amazon Nova Micro?

GLM-4 Plus (Open Source, 130B) offers Strong bilingual. Amazon Nova Micro (Compact, ~8B) offers Cheapest inference. Choose GLM-4 Plus for Buddhist text analysis or Amazon Nova Micro for Classification.

How much does GLM-4 Plus cost vs Amazon Nova Micro?

GLM-4 Plus: $0.05/1M input, $0.09/1M output. Amazon Nova Micro: $0.001/1M input, $0.004/1M output. Both available on XALEN with batch processing at 50% discount.

Can I use both models on XALEN?

Yes. XALEN provides 200+ models through a single OpenAI-compatible API. Switch between GLM-4 Plus and Amazon Nova Micro by changing the model parameter. No code changes needed.

Related Comparisons

GLM-4 Plus vs GPT-4.1 Nano GLM-4 Plus vs GPT-4o Mini GLM-4 Plus vs Claude Haiku 3.5 GLM-4 Plus vs Gemma 3 27B GLM-4 Plus vs Gemma 3 12B GLM-4 Plus vs Gemma 3 4B

Last updated: 2026-05-21. Pricing and specifications may change. Check pricing page for latest rates.