Author's Description
GLM-4-32B-0414 is a 32B bilingual (Chinese-English) open-weight language model optimized for code generation, function calling, and agent-style tasks. Pretrained on 15T of high-quality and reasoning-heavy data, it was further refined using human preference alignment, rejection sampling, and reinforcement learning. The model excels in complex reasoning, artifact generation, and structured output tasks, achieving performance comparable to GPT-4o and DeepSeek-V3-0324 across several benchmarks.
Key Specifications
Supported Parameters
This model supports the following parameters:
Performance Summary
THUDM: GLM 4 32B, a 32B bilingual model optimized for code generation, function calling, and agent tasks, consistently performs among the fastest models and offers highly competitive pricing across various benchmarks. Created on April 17, 2025, with a 32000 context length, it demonstrates strong performance in specific areas. The model excels in Email Classification, achieving 99.0% accuracy (87th percentile), and shows good capability in handling Hallucinations with 96.0% accuracy (58th percentile). However, it exhibits significant weaknesses in complex reasoning tasks, scoring only 6.1% in Reasoning (7th percentile), and struggles severely with Instruction Following (0.0% accuracy) and Coding (1.0% accuracy). Its performance in General Knowledge is moderate at 93.5% (38th percentile), while its Ethics score is notably low at 11.0% (10th percentile). Overall, GLM 4 32B presents a mixed profile, showcasing strengths in specific classification and hallucination avoidance, but requiring substantial improvement in areas demanding intricate logical processing, ethical understanding, and precise instruction adherence.
Model Pricing
Current Pricing
Feature | Price (per 1M tokens) |
---|---|
Prompt | $0.55 |
Completion | $1.66 |
Price History
Available Endpoints
Provider | Endpoint Name | Context Length | Pricing (Input) | Pricing (Output) |
---|---|---|---|---|
Novita
|
Novita | thudm/glm-4-32b-0414 | 32K | $0.55 / 1M tokens | $1.66 / 1M tokens |
Benchmark Results
Benchmark | Category | Reasoning | Strategy | Free | Executions | Accuracy | Cost | Duration |
---|
Other Models by thudm
|
Released | Params | Context |
|
Speed | Ability | Cost |
---|---|---|---|---|---|---|---|
THUDM: GLM 4.1V 9B Thinking | Jul 11, 2025 | 9B | 65K |
Text input
Image input
Text output
|
★ | ★★ | $$$ |
THUDM: GLM Z1 Rumination 32B Unavailable | Apr 25, 2025 | 32B | 32K |
Text input
Text output
|
★ | ★★★★ | $$$$ |
THUDM: GLM Z1 32B | Apr 17, 2025 | 32B | 32K |
Text input
Text output
|
★ | ★★★★ | $$$ |