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Get started freeGPT-4 Turbo vs LLaMA 3 70B
Compare GPT-4 Turbo and LLaMA 3 70B. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | GPT-4 Turbo | LLaMA 3 70B |
|---|---|---|
| Provider | OpenAI | Meta |
| Model Type | text | text |
| Context Window | 128,000 tokens | 8,192 tokens |
| Input Cost | $10.00/ 1M tokens | N/A |
| Output Cost | $30.00/ 1M tokens | N/A |
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Build your first app freeStrengths & Best Use Cases
GPT-4 Turbo
OpenAI1. Strong reasoning for its generation
- Next-gen version of GPT-4 designed to be cheaper and faster than the original.
- Good for analytical tasks, structured writing, coding guidance, and multi-step reasoning.
2. Image input support
- Accepts images and provides text-only outputs.
- Useful for OCR, visual Q&A, document extraction, UI analysis, and design interpretation.
3. Stable performance
- Predictable model behavior suitable for legacy systems still built on GPT-4.
- Works reliably for established pipelines and enterprise workloads.
4. Large 128K context window
- Handles long documents, multi-file inputs, or extended conversational sessions.
- Allows complex prompt chaining and large instruction sets.
5. Broad endpoint compatibility
- Works with Chat Completions, Responses API, Realtime API, Assistants, Batch, Fine-tuning, Embeddings, and more.
- Supports streaming and function calling.
6. Good choice for cost-controlled GPT-4-class workloads
- Although older, still useful for teams who want GPT-4-level reasoning without upgrading immediately.
- A midpoint between legacy GPT-4 and modern GPT-4o/5.1 models.
7. Text-only output simplifies downstream use
- Ensures deterministic outputs for applications that need reliable text generation.
- Good for RAG, data pipelines, automation tools, and enterprise systems.
8. Recommended migration path
- OpenAI now recommends using GPT-4o or GPT-5.1 for improved speed, cost, reasoning, and multimodal capability.
- GPT-4 Turbo remains available for backward compatibility and stability.
LLaMA 3 70B
MetaLLaMA 3 70B is a powerful, large-scale open-source model that excels at a wide range of tasks, including nuanced content creation, code generation, and complex reasoning. Its open nature allows for fine-tuning and customization, making it a top choice for developers looking to build specialized applications.
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-4 Turbo
textPost-Trip Blog Roundup
Write a post-trip roundup blog post summarizing the highlights and lessons from a trip. Honest, personal, and shareable.
Lesson Plan Creation
Create a detailed lesson plan for a specific topic and grade level.
Concept Map Scaffold
Create a scaffolded concept map activity to help students organise their thinking.
Best for LLaMA 3 70B
textEscrow Process Explainer Email
Explain the escrow process to a buyer or seller client in plain language. Reduces confusion and anxiety during the transaction.
Referral Program Announcement Copy
Write copy to launch or promote a customer referral program.
Dynamic Price Drop Checker: Book vs Wait Strategy
Decide whether to book now or wait by analyzing seasonality, events, and rebooking strategy for business hotels.