GLM 4 32B

Z.ai API model specs with normalized input price, output price, context window, sample workload cost, and related comparisons.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget brief

GLM 4 32B is estimated at $0.15 for the standard workload.

GLM 4 32B is best suited for cost-sensitive production traffic. A 1M input token plus 500K output token workload is estimated at $0.15.

Input price$0.1per 1M tokens
Output price$0.1per 1M tokens
Context window128Kreported maximum
Popularity#151524M tokens signal volume

Use this as a first-pass planning estimate, then verify provider limits, routing, discounts, and availability before production deployment.

Model Specs
ProviderZ.ai
Model IDz-ai/glm-4-32b
Prompt Price
per 1M tokens
$0.1
Completion Price
per 1M tokens
$0.1
Sample Workload Cost
1M input + 500K output
$0.15
Context Window128K
Release Date
Popularity#151
Popularity Signal524M tokens

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Prices are normalized to USD per 1M tokens.
GLM 4 32B Calculating… Estimated monthly API cost
Unit prices $0.1 input / $0.1 output Per 1M tokens

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Alternative path

Alternative Shortlist

Open model finder

Use these rows to build a test shortlist around GLM 4 32B. Lower cost, same-provider fit, and larger context are separate decisions, so each group is ranked by a different signal.

Lower-cost alternatives

Cross-provider candidates with a lower standard 1M input plus 500K output estimate.

ModelProviderSample CostContextWhy it is hereNext Step
🔥Owl AlphaOpenRouter$01.05MLower standard workload estimate from another provider.Open model Compare
New🔥Nemotron 3 Ultra (free)NVIDIA$01MLower standard workload estimate from another provider.Open model Compare
🔥Laguna M.1 (free)Poolside$0262.14KLower standard workload estimate from another provider.Open model Compare
Nemotron 3 Super (free)NVIDIA$01MLower standard workload estimate from another provider.Open model Compare

Same-provider swaps

Lower-cost options from the same provider, useful when account setup or procurement is already fixed.

ModelProviderSample CostContextWhy it is hereNext Step
GLM 4.5 Air (free)Z.ai$0131.07KSame provider with a lower standard workload estimate.Open model Compare

Larger-context upgrades near this budget

Models with more context that stay within a close sample-cost band when price data is available.

ModelProviderSample CostContextWhy it is hereNext Step
🔥Owl AlphaOpenRouter$01.05MMore context while staying near this model's sample-cost band.Open model Compare
🔥DeepSeek V4 FlashDeepSeek$0.181.05MMore context while staying near this model's sample-cost band.Open model Compare
Lyria 3 Pro PreviewGoogle$01.05MMore context while staying near this model's sample-cost band.Open model Compare
Lyria 3 Clip PreviewGoogle$01.05MMore context while staying near this model's sample-cost band.Open model Compare
Model Introduction

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...

Best Fit

GLM 4 32B is best suited for cost-sensitive production traffic.

Cost Example

A 1M input token plus 500K output token workload is estimated at $0.15.

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