For everyday chat at 8K context, this page runs the Local Lab planner against a 24GB dedicated NVIDIA memory pool, then shows the top three verified catalogue matches and their exact Ollama commands.
These are the leading calculated memory-fit recommendations for a 24GB NVIDIA GPU in Kingy's current verified 12-model catalogue. This is not a universal model-quality leaderboard.
Fit boundary: these are planning estimates for dedicated VRAM. System RAM is not added to VRAM, and measured speed depends on the exact GPU, runtime and model build.
Open this exact setup in the wizard →Official Ollama model record describes real-world utility; Kingy separately retains hardware evidence.
Quick start
ollama run qwen3.6:27b-q4_K_MFROM qwen3.6:27b-q4_K_M
PARAMETER num_ctx 8192ollama create kingy-qwen3-6-27b-8k -f Modelfileollama run kingy-qwen3-6-27b-8kOfficial model record describes professional and research gains; Kingy separately retains hardware evidence.
Quick start
ollama run qwen3.8:27b-q4_K_MFROM qwen3.8:27b-q4_K_M
PARAMETER num_ctx 8192ollama create kingy-qwen3-8-27b-8k -f Modelfileollama run kingy-qwen3-8-27b-8kOfficial model record describes instruction, reasoning and agentic capability; Kingy separately retains hardware evidence.
Quick start
ollama run gemma4:31bFROM gemma4:31b
PARAMETER num_ctx 8192ollama create kingy-gemma-4-31b-it-8k -f Modelfileollama run kingy-gemma-4-31b-it-8kSave the settings here, share them, or download a brief with the calculations and sources.
Browser save stays on this device. Shared links restore settings; downloads preserve a dated result snapshot. Estimates are not run receipts.
Evidence first. Estimates labelled. Corrections preserved.