OpenAI GPT-4 32K Model Documentation
Source: OpenRouter (https://langmart.ai/model-docs) Last Updated: November 10, 2025
Technical Specifications
Context Window
- Size: 32,767 tokens
- Advantage: Quadrupled context length compared to standard GPT-4
- Use Case: Processing up to 40 pages of text in a single pass
Capabilities
- Input Modalities: Text only
- Output Modalities: Text only
- Reasoning Support: No
- Training Data Cutoff: September 2021
Model Identification
| Property | Value |
|---|---|
| Context Window | 32,768 tokens |
| Full Name | OpenAI: GPT-4 32k |
| Model ID | openai/gpt-4-32k |
| Short Name | GPT-4 32k |
| Model Group | GPT |
| Provider | OpenAI |
| Release Date | August 28, 2023 |
Key Features & Advantages
Document Processing
The model is particularly optimized for handling extended documents without requiring external solutions:
- Process long PDFs in a single pass
- Handle complete research papers
- Analyze extensive documents without chunking
- No need for external vector database solutions
Ideal Use Cases
- Long-form document analysis
- Extended context understanding
- Complex multi-page document processing
- Research paper summarization
- Legal document review
- Large file context retention
Availability & Data
Analytics Status
- Data Availability: "Not enough data to display yet"
- Status: Analytics and usage metrics are currently unavailable on the LangMart platform
- Note: Model may be newer or less commonly tracked
Performance Metrics
Performance benchmark data is not currently available on the LangMart platform.
Integration Information
Model Selection
This model can be selected on LangMart for inference using the model ID: openai/gpt-4-32k
Related Information
- Provider-specific details: Refer to OpenAI's official documentation
- Supported parameters: Standard OpenAI chat completion parameters apply
Pricing
| Type | Price |
|---|---|
| Input | $60.00 per 1M tokens |
| Output | $120.00 per 1M tokens |
Note: GPT-4 32K is a premium model with higher pricing due to its extended context window. Consider GPT-4 Turbo or GPT-4o for more cost-effective alternatives with similar capabilities.
Usage Notes
Advantages
- Extended context window allows for comprehensive document analysis
- Reduces need for document chunking and retrieval systems
- Efficient for single-pass analysis of long documents
Limitations
- Text-based input/output only (no image or audio support)
- No reasoning capabilities (not designed for chain-of-thought reasoning)
- Training data limited to September 2021
References
- Documentation: https://langmart.ai/model-docs
- Model Family: OpenAI GPT-4 series
- Compatible Endpoints: OpenAI-compatible API endpoints
This documentation was generated from publicly available information on LangMart. For the most current pricing, capabilities, and detailed specifications, please refer to the official OpenAI documentation and LangMart pricing pages.