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Get started freeGPT-5.2 vs GPT-4.1 Mini
Compare GPT-5.2 and GPT-4.1 Mini. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | GPT-5.2 | GPT-4.1 Mini |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Model Type | text | text |
| Context Window | 400,000 tokens | 1,047,576 tokens |
| Input Cost | $1.75/ 1M tokens | $0.40/ 1M tokens |
| Output Cost | $14.00/ 1M tokens | $1.60/ 1M tokens |
Stop choosing. Use both.
With Appaca you don't have to pick — build apps that are powered by GPT-5.2, GPT-4.1 Mini, for your specific use case.
Build your first app freeStrengths & Best Use Cases
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.
GPT-4.1 Mini
OpenAI1. Fast, Lightweight, and Cost-Efficient
- Designed for speed with low latency, making it ideal for high-volume, real-time applications.
- More affordable than larger GPT-4.1 and GPT-5 models, enabling scalable deployments.
2. Strong Instruction Following
- Excels at following structured instructions and producing concise, deterministic outputs.
- Suitable for assistants, command-style interfaces, and tools that require stable, predictable behavior.
3. Reliable Tool Calling & Structured Outputs
- Built with strong support for:
- Function calling
- Structured outputs (JSON, typed objects)
- Systematic workflows
- Ideal for automation, reasoning over parameters, and multi-step tool pipelines.
4. Multimodal Input (Text + Image)
- Accepts both text and image as input.
- Useful for tasks such as:
- Image captioning
- UI element reading
- Visual question answering
5. Text-Only Output for Clarity
- Outputs text only, ensuring clean and consistent results for:
- Data extraction
- Summaries
- Code comments
- Chat responses
6. Massive 1M-Token Context Window
- Supports 1,047,576 tokens, enabling:
- Long documents or books
- Large codebases
- Extensive conversation memory
- Great for long-context reasoning without requiring chunking.
7. Practical for Everyday AI Applications
- Sweet spot for:
- Customer support agents
- Content rewriting
- Lightweight analysis
- Classification and tagging
- Workflow assistants
- Recommended primarily for simpler use cases, with GPT-5 Mini suggested for more complex tasks.
8. Broad API Support
- Available across:
- Chat Completions
- Responses
- Realtime
- Assistants
- Other major API endpoints
- Compatible with long-context modes for large-scale retrieval and processing.
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-5.2
textSeasonal Campaign Copy
Write marketing copy for a seasonal sale or holiday campaign.
Welcome Email Series Generator
Create a complete automated welcome email sequence that nurtures new subscribers and drives conversions.
Demand Forecast Narrative
Write a narrative analysis accompanying a demand forecast for planning purposes.
Best for GPT-4.1 Mini
textPartnership Dissolution Guide
Outline the steps and considerations for dissolving a business partnership.
Checkout Page Copy
Write trust-building copy elements for a checkout page to reduce drop-off. Security signals and reassurance copy.
Negative Hotel Review Response
Professionally respond to a negative hotel review. Demonstrates accountability and service recovery mindset.