The Bench: Qwen3 14B vs Claude Fable 5 vs GPT-5.6 Sol
Three identical frontier-battery runs separated a useful local 14B model from two subscription agents, then revealed that the test needs a higher ceiling.
Three identical frontier-battery runs separated a useful local 14B model from two subscription agents, then revealed that the test needs a higher ceiling.
Ollama's latest build nearly doubles Gemma 4 token generation on Apple Silicon with multi-token prediction. It's automatic, needs no config, and doesn't change the output.
No cloud, no API key, no data leaving your machine. A genuinely beginner-proof path to running a capable model locally, plus how to know which size your hardware can actually handle.