Use case

Best small / on-device AI models

Small models (≤ 8B params) that run on consumer GPUs or even phones. Trade-off: lower raw quality, but private, offline, and instant.

Top 5 models for edge deployment

#ModelProviderContextInput price / 1MTier
1Llama 3.1 8B InstructMeta128K
Long context (128K+)
CustomVariable
2GPT-4o miniOpenAI128K
Long context (128K+)
CustomVariable
3o3-miniOpenAI200K
Long context (128K+)
CustomVariable
4Jamba 1.5 MiniAI21256K
Long context (128K+)
CustomVariable
5Mistral SmallMistral AI128K
Long context (128K+)
CustomVariable

Frequently asked questions

Can I run these models on my laptop?

Most 1–8B models run on a recent MacBook with 16GB+ RAM via Ollama or llama.cpp. Quality is well below frontier models but private and offline.

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