https://bestllmfor.com/ Guides, reviews, and comparisons for running LLMs locally — hardware picks, benchmarks, and setup walkthroughs. en-us Mon, 20 Jul 2026 08:01:58 GMT https://bestllmfor.com/how-to/install-aider-with-ollama/ https://bestllmfor.com/how-to/install-aider-with-ollama/ Mon, 20 Jul 2026 00:00:00 GMT Set up Aider with Ollama for a private, zero-cost local copilot. Install steps, the ollama_chat/ prefix, OLLAMA_API_BASE, context tuning, and the best coder models. https://bestllmfor.com/how-to/install-openwebui-docker/ https://bestllmfor.com/how-to/install-openwebui-docker/ Sun, 19 Jul 2026 00:00:00 GMT Self-host Open WebUI in Docker in under 5 minutes. Copy-paste run command, Compose file, persistence fix, Ollama hookup, and production hardening. https://bestllmfor.com/how-to/install-llama-cpp-mac-metal/ https://bestllmfor.com/how-to/install-llama-cpp-mac-metal/ Sat, 18 Jul 2026 00:00:00 GMT A 2026 guide to compiling llama.cpp with Metal GPU acceleration on Apple Silicon, with CMake steps, verification, M1–M4 benchmarks, and tuning flags. https://bestllmfor.com/how-to/install-mlx-llama-mac/ https://bestllmfor.com/how-to/install-mlx-llama-mac/ Fri, 17 Jul 2026 00:00:00 GMT Run Llama on Apple Silicon with MLX for native performance. Install steps, memory requirements, MLX vs llama.cpp benchmarks, quantization picks, and an OpenAI API. https://bestllmfor.com/how-to/install-ollama-rocm-amd/ https://bestllmfor.com/how-to/install-ollama-rocm-amd/ Thu, 16 Jul 2026 00:00:00 GMT Step-by-step guide to installing Ollama with ROCm on AMD GPUs. Covers RX 6000/7000/9000 support, HSA overrides, benchmarks, and troubleshooting for 2026. https://bestllmfor.com/how-to/install-vllm-docker-cuda/ https://bestllmfor.com/how-to/install-vllm-docker-cuda/ Wed, 15 Jul 2026 00:00:00 GMT Run vLLM in Docker with NVIDIA CUDA in under 10 minutes. Step-by-step setup, GPU passthrough, model VRAM tables, benchmarks, and troubleshooting fixes. https://bestllmfor.com/how-to/install-llama-cpp-from-source/ https://bestllmfor.com/how-to/install-llama-cpp-from-source/ Tue, 14 Jul 2026 00:00:00 GMT Step-by-step 2026 guide to build llama.cpp from source with CUDA: exact CMake flags, GPU arch codes, toolkit versions, benchmarks, and fixes for common errors. https://bestllmfor.com/how-to/install-ollama-windows-wsl2/ https://bestllmfor.com/how-to/install-ollama-windows-wsl2/ Mon, 13 Jul 2026 00:00:00 GMT A tested step-by-step guide to installing Ollama inside WSL2 on Windows 11, including NVIDIA and AMD GPU passthrough, Open WebUI, and troubleshooting. https://bestllmfor.com/how-to/install-mistral-small-rtx-3060/ https://bestllmfor.com/how-to/install-mistral-small-rtx-3060/ Sun, 12 Jul 2026 00:00:00 GMT Install Mistral Small 3.1 24B on an RTX 3060 12GB: which GGUF quant fits, Ollama and LM Studio steps, offload tuning, and real tokens/sec benchmarks. https://bestllmfor.com/how-to/install-deepseek-r1-32b-rtx-5090/ https://bestllmfor.com/how-to/install-deepseek-r1-32b-rtx-5090/ Sat, 11 Jul 2026 00:00:00 GMT Install DeepSeek R1 32B on the RTX 5090's 32 GB GDDR7 with Ollama, LM Studio, or vLLM. Quantization picks, VRAM math, and ~50 tok/s benchmarks. https://bestllmfor.com/how-to/install-qwen-coder-32b-mac-m4/ https://bestllmfor.com/how-to/install-qwen-coder-32b-mac-m4/ Fri, 10 Jul 2026 00:00:00 GMT Step-by-step guide to installing Qwen 2.5 Coder 32B on a Mac M4 Max. Compare LM Studio, Ollama, and llama.cpp, pick the right quant, and hit ~18 tok/s. https://bestllmfor.com/how-to/install-llama33-70b-rtx-4090/ https://bestllmfor.com/how-to/install-llama33-70b-rtx-4090/ Thu, 09 Jul 2026 00:00:00 GMT The honest, data-driven guide to running Llama 3.3 70B on a single 24 GB RTX 4090: VRAM math, Ollama vs llama.cpp steps, IQ2_XS vs Q4_K_M benchmarks, and a clear verdict. https://bestllmfor.com/vs/phi4-vs-gemma2-27b/ https://bestllmfor.com/vs/phi4-vs-gemma2-27b/ Wed, 08 Jul 2026 00:00:00 GMT Phi-4 14B vs Gemma 2 27B compared: benchmarks, VRAM needs, quantization, cost and a clear verdict on which local LLM to run in 2026. https://bestllmfor.com/vs/dbrx-vs-mixtral-8x22b/ https://bestllmfor.com/vs/dbrx-vs-mixtral-8x22b/ Tue, 07 Jul 2026 00:00:00 GMT DBRX Instruct vs Mixtral 8x22B compared on MoE architecture, MMLU/HumanEval benchmarks, VRAM at Q4_K_M, Apache 2.0 licensing and cost. Clear enterprise verdict. https://bestllmfor.com/vs/aya-23-vs-mistral-nemo/ https://bestllmfor.com/vs/aya-23-vs-mistral-nemo/ Mon, 06 Jul 2026 00:00:00 GMT Aya 23 35B vs Mistral Nemo 12B compared: multilingual accuracy, VRAM needs, context window, licensing and cost. A data-driven verdict for local deployment in 2026. https://bestllmfor.com/vs/glm-4-32b-vs-qwen3-32b/ https://bestllmfor.com/vs/glm-4-32b-vs-qwen3-32b/ Sun, 05 Jul 2026 00:00:00 GMT GLM-4 32B vs Qwen 3 32B compared on benchmarks, VRAM, long context, coding and cost. Data-driven verdict for developers self-hosting Chinese open-weight LLMs. https://bestllmfor.com/vs/llama4-scout-vs-qwen3-235b/ https://bestllmfor.com/vs/llama4-scout-vs-qwen3-235b/ Sat, 04 Jul 2026 00:00:00 GMT Llama 4 Scout vs Qwen 3 235B-A22B compared: benchmarks, VRAM sizing, token costs and licensing. See which open-weight flagship wins for 2026 deployments. https://bestllmfor.com/vs/yi-coder-vs-qwen-coder-9b/ https://bestllmfor.com/vs/yi-coder-vs-qwen-coder-9b/ Fri, 03 Jul 2026 00:00:00 GMT Yi Coder 9B vs Qwen 2.5 Coder 7B benchmarked: HumanEval, MBPP, VRAM per quant, tokens/sec and FIM autocomplete. Which small coder wins locally in 2026. https://bestllmfor.com/vs/openhermes-vs-mistral-instruct/ https://bestllmfor.com/vs/openhermes-vs-mistral-instruct/ Thu, 02 Jul 2026 00:00:00 GMT OpenHermes 2.5 vs Mistral 7B Instruct compared: benchmarks, prompt formats, hardware needs and a clear verdict on the fine-tune vs base debate for local LLMs. https://bestllmfor.com/vs/ollama-llama-vs-qwen-defaults/ https://bestllmfor.com/vs/ollama-llama-vs-qwen-defaults/ Wed, 01 Jul 2026 00:00:00 GMT We tested Ollama's default Llama vs default Qwen with zero tuning — quant, context, benchmarks, VRAM and cost. See which wins straight out of the box. https://bestllmfor.com/vs/deepseek-r1-671b-vs-r1-32b/ https://bestllmfor.com/vs/deepseek-r1-671b-vs-r1-32b/ Tue, 30 Jun 2026 00:00:00 GMT We benchmark DeepSeek R1 671B against the R1 32B distill on AIME, MATH-500 and GPQA to show the real reasoning gap — and which one your hardware should run. https://bestllmfor.com/vs/codestral-mamba-vs-qwen-coder-7b/ https://bestllmfor.com/vs/codestral-mamba-vs-qwen-coder-7b/ Mon, 29 Jun 2026 00:00:00 GMT Codestral Mamba 7B vs Qwen 2.5 Coder 7B compared on HumanEval, VRAM, speed and long context. A data-driven verdict on the best tiny local coding LLM for 2026. https://bestllmfor.com/vs/llama32-3b-vs-phi35-mini/ https://bestllmfor.com/vs/llama32-3b-vs-phi35-mini/ Sat, 27 Jun 2026 00:00:00 GMT Llama 3.2 3B vs Phi-3.5 Mini compared on MMLU, GSM8K, RAM use, tokens/sec and local cost. Data-driven verdict for 8GB laptops and edge devices. https://bestllmfor.com/vs/mixtral-8x22b-vs-qwen3-235b/ https://bestllmfor.com/vs/mixtral-8x22b-vs-qwen3-235b/ Fri, 26 Jun 2026 00:00:00 GMT Mixtral 8x22B vs Qwen3 235B-A22B compared: MoE architecture, MMLU/coding benchmarks, VRAM and quant sizes, speed and cost. Clear verdict for 2026. https://bestllmfor.com/vs/qwen3-235b-vs-llama3-405b/ https://bestllmfor.com/vs/qwen3-235b-vs-llama3-405b/ Thu, 25 Jun 2026 00:00:00 GMT We benchmark Qwen3 235B-A22B against Llama 3.1 405B: VRAM, tokens/sec, cost per million tokens, and a clear verdict on the MoE vs dense tradeoff.