d3 is a new Ollama model that Makes DECISIONS (500 Messages in 23 Seconds!) - d3 on a Laptop GPU

d3 is a new Ollama model that never writes a sentence: it scores your choices. I ran it against Qwen3-4B on 500 labelled messages and 30 screenshots on an RTX 4060 8 GB. Chapters: 0:00 The result: 500 messages in 23 seconds 0:20 The pain: why chat models are awkward for sorting 0:41 What d3 is (Ollama page) 1:04 First run: CLI and API 1:25 The 500-message test 1:47 Results: d3 vs Qwen3-4B 2:15 The real difference: confidence scores 2:35 Screenshot test 3:01 Verdict Results (my run, Oct 26 2026): d3:2b 95.8% / 23.4 msg/s; d3:4b 98.4% / 6.2 msg/s; Qwen3-4B instruct 95.6% / 19.4 msg/s. d3:2b answ