GPT-5 Nano vs LLaMA 3 8B
Compare pricing, context windows, and strengths for GPT-5 Nano by OpenAI and LLaMA 3 8B by Meta - and see how to put either to work in Appaca.
GPT-5 Nano
The fastest and cheapest GPT-5 variant, ideal for summarization, classification, and lightweight tasks requiring high speed and low cost.
View GPT-5 NanoGPT-5 Nano vs LLaMA 3 8B at a glance
Specs and pricing side by side, from the Appaca AI models directory.
| Spec | GPT-5 Nano | LLaMA 3 8B |
|---|---|---|
| Provider | OpenAI | Meta |
| Model type | Text | Text |
| Context window | 400K tokens | 8.2K tokens |
| Input price | $0.05 / 1M tokens | - |
| Output price | $0.4 / 1M tokens | - |
| Status | Current | Current |
How GPT-5 Nano and LLaMA 3 8B differ
What the numbers mean in practice when choosing between GPT-5 Nano and LLaMA 3 8B.
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GPT-5 Nano's 400K tokens context window is roughly 48.8x larger than LLaMA 3 8B's 8.2K tokens, so it can work across bigger codebases, contracts, or archives in one pass.
Strengths side by side
Where each model shines, according to benchmarks and provider positioning.
GPT-5 Nano
1. Extremely fast performance
- Fastest model in the GPT-5 family.
- Great for real-time workflows, rapid responses, and high-throughput systems.
2. Most cost-efficient GPT-5 model
- Lowest input and output token costs.
- Suitable for large-scale or budget-sensitive applications.
3. Ideal for lightweight, well-scoped tasks
- Excels at summarization, classification, text extraction, and simple logic tasks.
- Best used when tasks are narrow and well-defined.
4. Multimodal input
- Accepts text + image as input.
- Outputs text only.
5. Broad tool support
- Supports Web Search, File Search, Image Generation (as a tool), Code Interpreter, and MCP.
- (Does not support Computer Use.)
LLaMA 3 8B
LLaMA 3 8B is a highly efficient, small-scale open-source model perfect for simpler tasks and edge devices. It's great for applications like chatbots, text classification, and sentiment analysis where resource constraints are a concern. Its speed and small footprint make it easy to deploy.
Use GPT-5 Nano or LLaMA 3 8B - or both
Appaca is the AI workspace for operators. Build internal tools and AI co-workers powered by GPT-5 Nano or LLaMA 3 8B - connected to your real data and ready for your whole team. No code, no deployment.
Describe it, and it's built
Tell the Appaca agent the internal tool you need and it builds a working app powered by GPT-5 Nano or LLaMA 3 8B. No code, no API keys, no deployment.
Switch models without rebuilding
Start on GPT-5 Nano, test the same tool on LLaMA 3 8B, and keep whichever performs better - the rest of your app stays exactly as it is.
Automated for the whole team
Schedule tools to run on autopilot - daily digests, weekly reports, real-time triggers - and share them with your whole team from one workspace.
Describe it, and it's built
Tell the Appaca agent what your team needs and it builds a working app powered by GPT-5 Nano or LLaMA 3 8B - connected to the tools you already use.
Related comparisons
See how GPT-5 Nano and LLaMA 3 8B stack up against other models in the directory.
FAQs
Pricing models differ: see the full GPT-5 Nano and LLaMA 3 8B pages in the Appaca AI models directory for current pricing details.
GPT-5 Nano has the larger context window at 400K tokens, compared to 8.2K tokens for LLaMA 3 8B. A larger window means the model can consider more text at once - useful for long contracts, codebases, or months of records.
It depends on the job. Compare the pricing, context window, and strengths above against your workload - and remember the choice isn't permanent. In Appaca you can build a tool on GPT-5 Nano, test the same tool on LLaMA 3 8B, and switch at any time without rebuilding anything.
Yes. Appaca is a no-code AI workspace: describe the internal tool your team needs and the Appaca agent builds it as a working app powered by GPT-5 Nano, LLaMA 3 8B, or any other model in the directory - with a built-in database, team access, and integrations. No API keys to wire up and nothing to deploy.
Build AI tools with GPT-5 Nano or LLaMA 3 8B
Describe the tool your team needs and get a working app powered by the model you choose - with a built-in database, team access, and integrations. No code, no deployment.