[]8 recommended models

Best Local AI Models for Privacy

When data privacy is non-negotiable, local AI models are the only option. Every model listed here runs entirely on your hardware with no internet connection, no telemetry, and no data leaving your device. Ideal for legal work, medical notes, financial analysis, proprietary code, and any scenario where confidentiality matters.

Choose Your Device

Get privacy model recommendations tailored to your specific hardware.

Top Privacy Models (All Hardware)

#ModelSizeRAMBest ForQualityOllama
01Qwen3.6 27B27B24 GBCoding, Quality, Long context
94
02Qwen3 235B A22B235B192 GBQuality, Reasoning
98
03Llama 3.3 70B Instruct70B48 GBQuality, Coding
98
04Qwen3.5 35B-A3B Instruct35B24 GBReasoning, Coding, Agent scenarios
92
05Qwen3.6 35B-A3B35B24 GBReasoning, Coding, Agents
93
06Llama 4 Scout109B80 GBLong context, Quality, Multimodal
93
07Llama 3.1 70B Instruct70B48 GBQuality, Coding
99
08Llama 3.1 405B Instruct405B256 GBQuality, Reasoning, Coding
99

RAM Requirements

Qwen3.6 27B
18 GB
min 24 GB
Qwen3 235B A22B
130 GB
min 192 GB
Llama 3.3 70B Instruct
42 GB
min 48 GB
Qwen3.5 35B-A3B Instruct
20 GB
min 24 GB
Qwen3.6 35B-A3B
22 GB
min 24 GB
Llama 4 Scout
67 GB
min 80 GB
Llama 3.1 70B Instruct
42 GB
min 48 GB
Llama 3.1 405B Instruct
243 GB
min 256 GB

Frequently Asked Questions

Are local AI models truly private?+
Yes. When you run an Ollama model locally, all processing happens on your device. No data is sent to any server. You can verify this by disconnecting from the internet — the model works identically offline.
Which local AI model is best for confidential documents?+
Qwen2.5 7B and Llama 3.1 8B are excellent for processing confidential text. They run on 16GB RAM and handle summarization, analysis, and Q&A without any data leaving your machine.
Can I use local AI for HIPAA-compliant work?+
Local AI models can be part of a HIPAA-compliant workflow since data never leaves your device. However, compliance also requires proper device security, access controls, and documentation. The AI model itself is just one component.
Do local AI models send any telemetry?+
Ollama does not send telemetry by default. The models themselves are just weight files that run locally. No usage data, prompts, or outputs are transmitted anywhere. You can audit Ollama's open-source code to verify.

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