Build AI products powered by GPT-5.2 or GPT-4.1 Mini - no coding required
Start buildingGPT-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.
Get startedModel 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 |
Build with it | Build with GPT-5.2 | Build with GPT-4.1 Mini |
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Power your AI product with GPT-5.2, GPT-4.1 Mini, or any supported model. Switch anytime.
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We handle all API integrations. You focus on building your AI product, not managing keys.
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Strengths & 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
textContrarian Blog Series (Challenge Wisdom + Reframe)
Craft a blog series that challenges conventional wisdom and positions your USP as the innovative solution to persona challenges.
Avatar Deep Dive: Persona Simulation for Pain Points
Simulate your ideal customer’s day to uncover hidden frustrations and turn them into a prioritized pain-point list for your content calendar.
Score Cold Sales Emails
Evaluate and improve a cold sales email using a weighted scorecard (clarity, relevance, proof, CTA, deliverability) with specific rewrite suggestions.
Best for GPT-4.1 Mini
textValue-Added Service Inquiry (Pre-Arrival Email)
Write a polite pre-arrival email to request fee waivers or courtesy upgrades like premium Wi‑Fi and early check-in.
Brand Messaging Guide (Persona + USP)
Create a brand messaging guide with positioning, value props, proof points, and voice tailored to your persona’s challenges and your USP.
Content Hub (Central Resource Library)
Create a website content hub that centralizes resources related to persona challenges and positions your USP as the solution.
What AI product will you build?
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See how Appaca works
Turn your AI ideas into AI products with the right AI model
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Customer-facing Interface
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Multimodel LLMs
Create, manage, and deploy custom AI models for text, image, and audio - trained on your own knowledge base.
Agentic workflows and integrations
Create a workflow for your AI agents and tools to perform tasks and integrations with third-party services.
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“I've built with various AI tools and have found Appaca to be the most efficient and user-friendly solution.”
Cheyanne Carter
Founder & CEO, Edubuddy
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Build AI products powered by GPT-5.2 or GPT-4.1 Mini
Create AI tools and agents on Appaca. Choose your model, build your product, launch to customers.