Z.ai: GLM 4 32B

Public pricingIntelligence 79/100Medium memoryDeep thinkingTool use

Z.ai: GLM 4 32B is a text model for coding, software engineering, and agent workflows. It combines strong coding performance and reliable tool use and agent behavior with a 128K tokens context window and a low-cost profile. Use it for coding, software engineering, and agent workflows when latency, cost, and throughput matters.

Input

$0.10/1M

Output

$0.10/1M

Cached

$0.03/1M

Batch

$0.05/1M

Calculate your GLM 4 32B bill.

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What would GLM 4 32B cost you?

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Technical specifications

GLM 4 32B at a glance.

Memory

128,000

tokens

Max reply

8,192

tokens

Memory tier

Medium

a long report or a codebase file

Tokenizer

—

Released

Apr 2025

Training cutoff

Oct 2024

Availability

Public pricing

Status

active

What it can do

Capabilities & limits.

  • Understands images
  • Deep step-by-step thinking
  • Uses tools / calls functions
  • Strict JSON output
  • Streams replies
  • Fine-tunable on your data

When to pick GLM 4 32B

  • Multi-step reasoning, research agents, or hard math.
  • Agentic workflows that call tools or APIs.
  • High-volume workloads where unit cost matters.

When to look elsewhere

  • Your workload involves images — pick a vision-capable model instead.

Alternatives

Similar models to compare.

FAQ

GLM 4 32B — the questions we see most.

Pricing, capabilities, alternatives — generated from the same data that powers the calculator above.

Get instant answers from our AI agent

At a typical workload of 50,000 conversations a month with 1,500-token prompts and 800-token replies, GLM 4 32B costs roughly $12 per month. Input is $0.10 /1M tokens and output is $0.10 /1M tokens.
GLM 4 32B has a 128,000-token context window (medium memory — a long report or a codebase file). That means you can fit about 24,000 words of input and history in a single call.
Beyond text generation, GLM 4 32B supports deep step-by-step reasoning, calling functions / tools, strict JSON output, fine-tuning on your own data. It streams replies by default.
GLM 4 32B was released in April 2025, with training data cut off around October 2024.
Models in a similar class include GLM 4.5 Air, GLM 4.7 Flash, GLM 4.6V. The "Similar models" section below this FAQ links into each.

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