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Get started freeClaude 4 Opus vs GPT-5.4
Compare Claude 4 Opus and GPT-5.4. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | Claude 4 Opus | GPT-5.4 |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Model Type | text | text |
| Context Window | 200,000 tokens | 1,050,000 tokens |
| Input Cost | $15.00/ 1M tokens | $2.50/ 1M tokens |
| Output Cost | $75.00/ 1M tokens | $15.00/ 1M tokens |
Stop choosing. Use both.
With Appaca you don't have to pick — build apps that are powered by Claude 4 Opus, GPT-5.4, for your specific use case.
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Apps
New appStrengths & Best Use Cases
Claude 4 Opus
Anthropic- Highest capability in the family: described as “our most powerful model yet” by Anthropic.
- Exceptional at long-running tasks requiring thousands of steps and sustained focus (e.g., continuous codebase work for hours).
- Excellent performance on benchmarks: e.g., SWE-bench 72.5 % and Terminal-bench 43.2 %.
- Designed for complex agentic workflows, deep reasoning, tool use, and large context windows.
- Placed under a higher safety classification (ASL-3) due to its frontier capability and risk profile.
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.
Prompts to Get Started
Use these prompts to power AI products you build on Appaca. Each works great with the models above.
Best for Claude 4 Opus
textStandard Resignation Letter
Write a professional and gracious resignation letter. Maintains positive relationships while clearly communicating departure.
Student Goal-Setting Activity
Create a structured activity to help students set and track their own learning goals.
Technical Interview Questions
Generate structured technical interview questions for a specific engineering role.
Best for GPT-5.4
textMarket Entry Strategy
Outline a strategy for entering a new market or geography.
Social Media Content Calendar Generator
Generate a complete month of social media content ideas organized by platform, content type, and posting schedule.
Deep Work Focus Session Plan
Plan a distraction-free focus session for a specific task.