Z.ai: GLM 4 32B
Z.ai • LLM
GLM 4 32B is a cost-effective foundation language model. It can efficiently perform complex tasks and has significantly enhanced capabilities in tool use, online search, and code-related intelligent tasks. It...
Specifications
Context Window
128K tokens
Input Price/1M
$0.10
Output Price/1M
$0.10
Parameters
—
Information
- Tool Calling
- ✅ Supported
- Vision
- ❌ Not supported
- Audio
- ❌ Not supported
Full Analysis: Z.ai: GLM 4 32B
What is Z.ai: GLM 4 32B ?
Z.ai: GLM 4 32B is an AI model developed by Z.ai, classified as a large language model (LLM). It focuses on text processing and natural language generation. As a proprietary model, it is available via Z.ai's cloud API. With a context window of 128K tokens, it is suitable for processing long documents such as contracts, books, and complete codebases.
Pricing & Costs in 2026
Z.ai: GLM 4 32B is usage-based, priced at $0.1/1M input tokens and $0.1/1M output tokens. For context: 1 million tokens is approximately 750,000 words, or about 10 average-length books. At this aggressive price point, it is one of the most cost-effective options on the market, ideal for high-volume applications like chatbots, bulk document analysis, and automation.
Benchmarks & Performance
We don't have detailed benchmark results for Z.ai: GLM 4 32B yet. Benchmarks are updated weekly as new data becomes available from sources like Artificial Analysis, LM Arena, and LiveBench.
It's important to note that benchmarks measure specific aspects and don't capture the full user experience. Factors like instruction adherence, behavior in long conversations, and real-world task quality vary significantly between models and aren't always reflected in standard scores.
Recommended Use Cases
Z.ai: GLM 4 32B is suitable for a wide range of AI applications: long document analysis (contracts, legal proceedings, codebases), automation with tool calling (API integration, databases, external systems), high-volume chatbots and automated support, text generation, summarization, translation, and general assistance.
Comparison with Alternatives
In the 2026 AI model ecosystem, Z.ai: GLM 4 32B competes directly with similarly capable models. Z.ai competes in this segment against OpenAI, Anthropic, Google, and Meta. The choice between models depends on the specific use case, budget, latency requirements, and need for features like multimodality and tool calling.
For a detailed side-by-side comparison, use our comparison tool or check the overall model ranking.
Frequently Asked Questions
What is Z.ai: GLM 4 32B ?
GLM 4 32B is a cost-effective foundation language model. It can efficiently perform complex tasks and has significantly enhanced capabilities in tool use, online search, and code-related intelligent tasks. It...
How much does Z.ai: GLM 4 32B cost?
Z.ai: GLM 4 32B costs $0.1/1M input tokens and $0.1/1M output tokens. For heavy usage (e.g., a chatbot handling 100k messages/month), costs can range from $10 to $1,000 depending on volume.
How does Z.ai: GLM 4 32B compare with other models?
We don't have detailed benchmarks for Z.ai: GLM 4 32B yet. Check the main benchmark page to compare available models.
Is Z.ai: GLM 4 32B open source?
No, Z.ai: GLM 4 32B is a proprietary model from Z.ai. It is available via cloud API. For open source alternatives, check our open source model ranking.
What is Z.ai: GLM 4 32B best for?
Z.ai: GLM 4 32B excels at general-purpose language tasks. With its large context window, it handles long documents, codebases, and extended conversations. It supports tool calling for API integrations and automation.
Last updated: June 21, 2026 • View methodology →