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Pricing sourced from Ollama · Last verified March 2026
For 7B models: 8GB RAM minimum, 16GB recommended. For 13B models: 16GB RAM minimum, 32GB recommended. For 70B models: 64GB+ RAM or 48GB+ GPU VRAM required. Apple Silicon Macs perform exceptionally well due to unified memory architecture.
Yes. Ollama provides an OpenAI-compatible API endpoint, making it a drop-in replacement for cloud services in most agent frameworks. Simply point your framework's LLM configuration to http://localhost:11434/v1.
Yes. Compatible models including Llama 3.1+, Mistral, Qwen, and others support structured tool/function calling through Ollama's API, enabling proper agent tool use patterns and complex workflows.
After initial hardware investment, Ollama provides unlimited inference at zero marginal cost. A $2,000 GPU running 70B models provides inference equivalent to $50,000+ in annual cloud API costs, making it ideal for high-volume applications.
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