Build AI powered apps for your work
Get started freeGPT-5.4 vs GPT-5.2
Compare GPT-5.4 and GPT-5.2. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | GPT-5.4 | GPT-5.2 |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Model Type | text | text |
| Context Window | 1,050,000 tokens | 400,000 tokens |
| Input Cost | $2.50/ 1M tokens | $1.75/ 1M tokens |
| Output Cost | $15.00/ 1M tokens | $14.00/ 1M tokens |
Stop choosing. Use both.
With Appaca you don't have to pick — build apps that are powered by GPT-5.4, GPT-5.2, for your specific use case.
Build your first app freeKelvin Htat
Business
Apps
New appStrengths & Best Use Cases
GPT-5.4
OpenAI1. Best Intelligence at Scale
- OpenAI positions GPT-5.4 as its frontier model for agentic, coding, and professional workflows.
- Built for complex professional work where stronger reasoning and higher answer quality matter.
2. Configurable Reasoning + Multimodal Input
- Supports configurable reasoning effort from none to xhigh, letting teams balance speed and depth.
- Accepts both text and image inputs while producing text output.
3. Massive Context for Long-Running Work
- 1.05M token context window supports very large codebases, documents, and multi-step workflows.
- Allows up to 128 k output tokens for long-form answers and larger generations.
4. Updated Knowledge & Broad Tool Support
- Knowledge cut-off of Aug 31 2025 keeps it current for newer frameworks and business context.
- Supports tools like web search, file search, code interpreter, hosted shell, computer use, and MCP in the Responses API.
GPT-5.2
OpenAI1. Advanced Reasoning for Diverse Domains
- Built to tackle coding and agentic workflows across multiple industries, with configurable reasoning support.
2. Multi-Modal & Long-Form Capabilities
- Handles both text and image inputs, producing text output.
- Allows up to 128 k output tokens for lengthy responses.
3. Large Context & Updated Knowledge
- 400 k token context window accommodates extensive codebases or documents.
- Knowledge cut-off of Aug 31 2025 keeps it current with recent developments.
Prompts to Get Started
Use these prompts to power AI products you build on Appaca. Each works great with the models above.
Best for GPT-5.4
textProject Scope Document
Define the scope of a project to prevent scope creep and align stakeholders.
Code Refactoring Guide
Write a refactoring guide for improving a specific piece of code.
API Documentation
Write clear API documentation for an endpoint including examples.
Best for GPT-5.2
textSales Discovery Call Script
Write a structured sales discovery call script with key questions and transitions.
Daily Planning Prompt
Structure your day with clear priorities, energy management, and focus blocks.
New Employee Onboarding Plan
Create a 30-60-90 day onboarding plan for a new hire.