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Get started freeClaude 4 Sonnet vs GPT-5.4
Compare Claude 4 Sonnet and GPT-5.4. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | Claude 4 Sonnet | GPT-5.4 |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Model Type | text | text |
| Context Window | 1,000,000 tokens | 1,050,000 tokens |
| Input Cost | $3.00/ 1M tokens | $2.50/ 1M tokens |
| Output Cost | $15.00/ 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 Sonnet, GPT-5.4, for your specific use case.
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New appStrengths & Best Use Cases
Claude 4 Sonnet
Anthropic- Hybrid reasoning: supports both fast (“near-instant”) and extended thinking modes.
- Optimised for responsiveness, cost and high-volume production workloads.
- Strong coding performance relative to prior Sonnet versions (improved over Sonnet 3.7).
- Available even in free tiers (alongside paid plans).
- Better suited for general-purpose use and agents where speed + cost-efficiency matter.
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 Sonnet
textThank You Note to Mentor
Express gratitude to a mentor who has positively impacted your career or personal growth. Thoughtful and specific.
Travel Insurance Claim Letter
Write a clear and organized travel insurance claim letter. Maximizes the chance of a successful claim.
Family Travel Itinerary
Create a family-friendly travel itinerary that balances adult interests with kid-friendly activities. Practical pacing for traveling with children.
Best for GPT-5.4
textDialogue Scene Writing
Write a dialogue-driven scene between two or more characters.
Code Documentation Standards
Define code documentation standards and examples for a team.
Retargeting Ad Copy
Write ad copy to convert warm audiences who have already visited your site.