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Get started freeGemini 3 Pro vs LLaMA 3 70B
Compare Gemini 3 Pro and LLaMA 3 70B. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | Gemini 3 Pro | LLaMA 3 70B |
|---|---|---|
| Provider | Meta | |
| Model Type | text | text |
| Context Window | 1,000,000 tokens | 8,192 tokens |
| Input Cost | $4.00/ 1M tokens | N/A |
| Output Cost | $18.00/ 1M tokens | N/A |
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Build your first app freeStrengths & Best Use Cases
Gemini 3 Pro
Google1. State-of-the-art reasoning
- Top performance across academic reasoning, scientific knowledge, math, and complex problem-solving.
- Excels at long-horizon, multi-step workflows and deep logical interpretation.
2. World-leading multimodal capabilities
- Natively understands text, images, videos, audio, and code.
- Ranked highest on benchmarks like MMMU-Pro, Video-MMMU, ScreenSpot-Pro.
3. Exceptional coding + agentic workflows
- Strong in competitive coding and real-world agentic tasks (SWE-Bench Verified, Terminal-Bench, LiveCodeBench).
- Improved tool calling, planning, and execution for autonomous or semi-autonomous agents.
4. Powerful for long-context tasks
- Effective at 128K-1M context windows with high retrieval accuracy.
- Ideal for document-heavy workflows, research, analysis, multi-file coding, and multi-document reasoning.
5. Strong information synthesis and interpretation
- Outperforms peers in chart reasoning, OCR, structured extraction, and screen understanding.
- Excellent at combining multimodal inputs into coherent, concise answers.
6. High reliability for enterprise tasks
- Benchmarks show superior factuality, grounding, and parametric knowledge.
- Strong multilingual accuracy and global commonsense performance.
7. Optimized for production agents
- Designed for complex multi-step planning, simultaneous task execution, and improved consistency.
- Works across coding, research, creative workflows, UI generation, and data-heavy applications.
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 Gemini 3 Pro
textBalance Sheet Item Explainer
Explain a specific balance sheet item in plain language for a non-accountant.
Financial Dashboard Design
Design a financial dashboard for executive reporting.
Changelog Entry Writing
Write a user-friendly changelog entry for a product release.
Best for LLaMA 3 70B
textPersonal Website About Page
Write an engaging personal About page for a portfolio or personal website. Combines story, credentials, and personality.
Marketing Campaign Brief
Write a structured creative brief for a marketing campaign.
Calendar Blocking Strategy
Design a calendar blocking strategy to protect focus time and reduce meeting fatigue.