GLM-4 32B
GLM-4 32B is Zhipu AI's language model with a 128K context window and up to 32K output tokens, available from 2 providers, starting at $0.1 / 1M input and $0.1 / 1M output. A cost-effective 32B foundation LLM in the GLM-4 series with strong capabilities in tool use, online search, and code-related tasks.
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities2/13
Reasoning·
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs✓
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·
Pricing by Provider
US Dollar ($)
Per 1M tokens
| Provider | Standard | |
|---|---|---|
| Input $ / 1M | Output $ / 1M | |
| $0.55 | $1.66 | |
| $0.1 | $0.1 | |
Cost Calculator
US Dollar ($)
Preset:
Cheapest Instances to Run It
Cloud GPU instances that can host GLM-4 32B, ranked by cheapest on-demand price. The model needs about 77 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.
All clouds
FP16 (full precision)
US Dollar ($)
Instance | Cloud | GPU | VRAM | Price | Cheapest region | |
|---|---|---|---|---|---|---|
| Standard_NP20s |  Azure | 2× AMD Alveo U250 FPGA (64GB) | 128 GB | $3.30/hr | ||
| g7e.2xlarge |  AWS | RTX PRO Server 6000 | 96 GB | $3.36/hr | ||
| Standard_NC24ads_A100_v4 | Azure | NVIDIA A100 | 80 GB | $3.67/hr | ||
Versions
| Version | Released | Context | Input / 1M | Output / 1M | Status |
|---|---|---|---|---|---|
| GLM-5.3 Prime | 1.0M | $2.80 | $8.80 | Available | |
| GLM-5.3 FlashX | 1.0M | $0.370 | $1.25 | Available | |
| GLM-5.3 Flash | 1.3M | $0.110 | $0.350 | Available | |
| GLM-5.3 | 1.3M | $0.050 | $3.08 | Available | |
| GLM-5.3 (50% off) | 1.0M | — | — | Available | |
| GLM-5.2 Fast | 1.0M | $2.10 | $6.60 | Deprecated | |
| GLM-5.2 | 1.0M | $0.031 | $1.98 | Deprecated | |
| GLM-5V Turbo | 205K | $0.704 | $3.10 | Available | |
| GLM-5 Turbo | 203K | $1.20 | $4.00 | Available | |
| GLM-5.1 Non-Reasoning | — | — | — | — | Available |
| GLM-4 32B | 128K | $0.100 | $0.100 | Current |