GLM-5 Review: Zhipu's Flagship Model for Chinese + English Workloads

GLM-5 from Zhipu AI (formerly Z.ai) is one of the strongest Chinese-developed LLMs available through an OpenAI-compatible API. Its standout feature: Chinese language performance that rivals or exceeds GPT-4o, at roughly 1/12th the cost.

Available on AIWave with the model name glm-4-plus.

Pricing

GLM-5GPT-4oClaude Sonnet 4DeepSeek V4 Pro
Input (USD/1M)$0.20$2.50$3.00$0.42
Output (USD/1M)$0.60$10.00$15.00$0.84
Context128K128K200K1M

*Prices from AIWave pricing. GPT-4o/Claude from official sources.*

GLM-5 is the cheapest mainstream model that still delivers competitive quality. It costs 60% less than DeepSeek V4 Pro on output tokens.

Performance

Coding

GLM-5 handles standard coding tasks well — function writing, refactoring, bug fixes. It scores lower than DeepSeek V4 Pro on HumanEval but produces readable, correct code for most practical scenarios.

  • Python, JavaScript, TypeScript: Reliable output
  • Complex multi-file refactoring: Adequate within 128K context
  • Code explanation: Strong in both English and Chinese
  • Chinese Language

    This is where GLM-5 separates from the pack. On Chinese-language tasks:

  • Writing and editing: Near-native quality, better than GPT-4o
  • Cultural context: Understands Chinese business, legal, and technical terminology
  • Mixed Chinese-English: Handles code-switching naturally
  • If your product or content serves Chinese users, GLM-5 produces noticeably better Chinese output than any non-Chinese model.

    English Language

    Solid but not exceptional. For English-only workloads, DeepSeek V4 Pro delivers better reasoning at a moderate price premium. GLM-5's English is comparable to GPT-3.5 Turbo — good enough for most tasks, not the best available.

    Cost Analysis

    200 API calls per day, 4K input + 2K output tokens, 22 working days per month.

    ModelMonthly Cost
    GLM-5$9
    DeepSeek V4 Flash$4
    DeepSeek V4 Pro$13
    GPT-4o$154
    Claude Sonnet 4$185

    *Formula: (4,000/1M x input + 2,000/1M x output) x 200 x 22.*

    GLM-5 costs roughly the same as a Spotify subscription per month for heavy daily use.

    When to Use GLM-5

    Best fit:

  • Chinese-language content generation and editing
  • Chatbots serving Chinese-speaking users
  • Cost-sensitive applications where quality still matters
  • Mixed Chinese-English workloads
  • Bulk content processing (summaries, translations, classification)
  • Not ideal:

  • Complex multi-step coding (DeepSeek V4 Pro is better)
  • Large codebase analysis (DeepSeek V4 Pro's 1M context wins)
  • Tasks requiring cutting-edge English reasoning
  • API Usage

    
    from openai import OpenAI
    
    client = OpenAI(
        api_key="***",
        base_url="https://aiwave.live/v1"
    )
    
    response = client.chat.completions.create(
        model="glm-4-plus",
        messages=[
            {"role": "user", "content": "用中文写一段产品介绍"}
        ]
    )
    print(response.choices[0].message.content)
    

    GLM-5 is available through AIWave alongside 50+ other models with a single API key. No Chinese payment method or phone number required. The $1 free credit covers roughly 550 GLM-5 queries — enough to evaluate for your use case.