GPU buying guides, VRAM math, and hardware picks for running LLMs locally — Ollama, LM Studio, llama.cpp, and vLLM.https://bestgpuforllm.com/en-ushttps://bestgpuforllm.com/articles/best-gpu-for-qwen-3-8/https://bestgpuforllm.com/articles/best-gpu-for-qwen-3-8/Qwen 3.8 27B ships as an 18GB Q4_K_M download, so a 16GB card cannot hold it. VRAM tiers, GPU picks, and what the vision encoder costs.Fri, 11 Sep 2026 00:00:00 GMTqwenqwen-3-8vramllmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-deepseek-v4/https://bestgpuforllm.com/articles/best-gpu-for-deepseek-v4/DeepSeek V4-Flash needs roughly 81-96GB for its smallest quants. The real numbers for 4x RTX 3090 rigs, 128GB Mac Studio, and cloud H200s.Tue, 28 Jul 2026 00:00:00 GMTdeepseek-v4local-llmmulti-gpuquantizationhttps://bestgpuforllm.com/articles/can-you-run-kimi-k3-locally/https://bestgpuforllm.com/articles/can-you-run-kimi-k3-locally/Kimi K3's 2.8T open weights need roughly 1.4TB of GPU memory — no consumer rig comes close. The honest math, and what to run at home instead.Sun, 26 Jul 2026 00:00:00 GMTkimi-k3local-llmmoecloud-gpuhttps://bestgpuforllm.com/articles/rent-gpu-for-llm-fine-tuning/https://bestgpuforllm.com/articles/rent-gpu-for-llm-fine-tuning/Fine-tune a 7B-13B model on a rented A100 for roughly $20-40 a weekend instead of buying a $2,200 RTX 4090. When renting wins and when owning pays off.Mon, 13 Jul 2026 00:00:00 GMTfine-tuninggpu-rentalcloud-gpuqloraa100https://bestgpuforllm.com/articles/best-cloud-gpu-for-llm/https://bestgpuforllm.com/articles/best-cloud-gpu-for-llm/Rent an RTX 4090 from ~$0.35/hr for 7B-13B models, an H100 at ~$2-3/hr for 70B. The exact cloud GPU to rent for every LLM size in 2026.Sun, 12 Jul 2026 00:00:00 GMTcloud-gpullmgpu-rentalrunpodvast-aih100https://bestgpuforllm.com/articles/best-gpu-for-nemotron-twotower/https://bestgpuforllm.com/articles/best-gpu-for-nemotron-twotower/NVIDIA's first diffusion LLM: 60B total, only 3B active per tower. Real VRAM is 32-48GB, not 120GB. RTX 5090 32GB works with Q4; 5 GPUs ranked.Mon, 06 Jul 2026 00:00:00 GMTgpunemotrondiffusion-llmmoenvidiabuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-longcat-2/https://bestgpuforllm.com/articles/best-gpu-for-longcat-2/LongCat 2.0 is a 1.6T MoE with 33-56B active and 1M context. Q4 lands near 990GB and even Q2 near 540GB. No consumer path — rented multi-GPU only.Sat, 04 Jul 2026 00:00:00 GMTgpulongcat-2agentic-codingmoe1m-contextbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-minimax-m3/https://bestgpuforllm.com/articles/best-gpu-for-minimax-m3/MiniMax M3 is 427B — its Q4 GGUF is 264GB, not 32GB. What running it actually takes, why KV cache is the second problem, and what to run instead.Thu, 02 Jul 2026 00:00:00 GMTgpuminimax-m31m-contextlong-contextagentic-aibuyer-guidehttps://bestgpuforllm.com/articles/rtx-5090-vs-h100-for-llm/https://bestgpuforllm.com/articles/rtx-5090-vs-h100-for-llm/RTX 5090 32GB is enough for 90% of local LLM users. H100 80GB earns its 6× price only for FP8 training or long-context serving. Full compare 2026.Tue, 30 Jun 2026 00:00:00 GMTrtx-5090h100datacentercomparisonllmhttps://bestgpuforllm.com/articles/best-gpu-for-mlx/https://bestgpuforllm.com/articles/best-gpu-for-mlx/MLX + Ollama 0.30.8 makes Apple Silicon competitive with CUDA. M4 Max 64GB runs 70B Q4. Ranked M3/M4/Pro/Max/Ultra RAM tiers for local LLM 2026.Sat, 27 Jun 2026 00:00:00 GMTmlxapple-siliconm4ollamabuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-qwen3-coder/https://bestgpuforllm.com/articles/best-gpu-for-qwen3-coder/Qwen3-Coder-Next's Q4_K_M download is 48.5GB, so no 24GB card runs it. Dual RTX 3090 at $1,640 holds Q3 with 128K context. Five setups ranked.Sun, 21 Jun 2026 00:00:00 GMTgpuqwen3-codercoding-llmagentic-codingqwenbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-kimi-k2/https://bestgpuforllm.com/articles/best-gpu-for-kimi-k2/Kimi K2 is a 1T MoE — roughly 600GB at Q4, and Ollama offers it cloud-only. What running it actually takes, and what to buy for agents instead.Thu, 04 Jun 2026 00:00:00 GMTgpukimi-k2agentic-aillmmoonshotbuyer-guidehttps://bestgpuforllm.com/articles/cloud-gpu-tco-vs-self-hosted-llm/https://bestgpuforllm.com/articles/cloud-gpu-tco-vs-self-hosted-llm/Full cost comparison — RunPod, Vast.ai, and Lambda vs buying your own GPU for local LLM inference. Break-even analysis included.Tue, 21 Apr 2026 00:00:00 GMTcloudself-hostedtcocostllmcomparisonhttps://bestgpuforllm.com/articles/how-much-vram-for-gemma-4/https://bestgpuforllm.com/articles/how-much-vram-for-gemma-4/Gemma 4 sizes do not match their names: the 26B-A4B is an 18GB download and the 12B Dense only 7.6GB. Published sizes for every variant, with GPU picks.Tue, 21 Apr 2026 00:00:00 GMTvramgemma-4googlellmguidehttps://bestgpuforllm.com/articles/best-motherboard-for-dual-gpu-llm/https://bestgpuforllm.com/articles/best-motherboard-for-dual-gpu-llm/Top motherboards for running two GPUs for local LLM inference in 2026 — PCIe slot spacing, lane allocation, and budget picks.Mon, 20 Apr 2026 00:00:00 GMTmotherboarddual-gpumulti-gpullmbuyer-guidehttps://bestgpuforllm.com/articles/best-quantization-for-local-llm/https://bestgpuforllm.com/articles/best-quantization-for-local-llm/Q4_K_M vs Q5_K_M vs Q6_K vs Q8 in 2026 — which quantization gives the best quality-to-VRAM tradeoff for local LLM inference?Mon, 20 Apr 2026 00:00:00 GMTquantizationggufllmvramguidehttps://bestgpuforllm.com/articles/gpu-shortage-2026-llm-buying-guide/https://bestgpuforllm.com/articles/gpu-shortage-2026-llm-buying-guide/GPU prices are surging in 2026 due to GDDR7 shortage and AI demand. Here's whether to buy now or wait for local LLM use.Mon, 20 Apr 2026 00:00:00 GMTgpu-shortagebuying-guide2026llmguidehttps://bestgpuforllm.com/articles/how-to-run-two-rtx-3090s-for-llm/https://bestgpuforllm.com/articles/how-to-run-two-rtx-3090s-for-llm/Two used 3090s reach 48GB and run Llama 70B at Q4 around 18-22 tok/s. No NVLink needed: motherboard, PSU sizing, how to split, and real costs.Sun, 19 Apr 2026 00:00:00 GMTmulti-gpurtx-3090dual-gpullmguidehttps://bestgpuforllm.com/articles/psu-for-dual-gpu-llm/https://bestgpuforllm.com/articles/psu-for-dual-gpu-llm/Dual RTX 3090s draw ~700W and want a 1200W PSU; dual 4090s need 1500W. Per-pair wattage table, rail requirements and what the minimum really is.Sat, 18 Apr 2026 00:00:00 GMTpsupower-supplydual-gpullmguidehttps://bestgpuforllm.com/articles/llama-4-maverick-hardware-summary/https://bestgpuforllm.com/articles/llama-4-maverick-hardware-summary/What hardware do you need for Llama 4 Maverick 400B? Multi-GPU requirements, cloud options, and whether it's worth self-hosting.Fri, 17 Apr 2026 00:00:00 GMTllama-4maverickhardwarevramllmguidehttps://bestgpuforllm.com/articles/best-gpu-for-gemma-4/https://bestgpuforllm.com/articles/best-gpu-for-gemma-4/Gemma 4 spans 4GB to 64GB across its variants, and the 26B-A4B MoE is an 18GB model despite its name. What each one needs, and what to buy.Thu, 16 Apr 2026 00:00:00 GMTgpugemma-4googlellmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-qwen-3-6/https://bestgpuforllm.com/articles/best-gpu-for-qwen-3-6/Qwen 3.6 35B-A3B is a 24GB model, not a 16GB one. VRAM by build, why MoE sizing surprises people, and the GPUs that actually run it.Wed, 15 Apr 2026 00:00:00 GMTgpuqwenqwen-3.6moellmbuyer-guidehttps://bestgpuforllm.com/articles/rtx-3060-relaunch-for-llm/https://bestgpuforllm.com/articles/rtx-3060-relaunch-for-llm/NVIDIA relaunched the RTX 3060 12GB at $329 in June 2026 and street prices have climbed since. What that means for budget local LLM builds.Tue, 14 Apr 2026 00:00:00 GMTrtx-3060relaunchbudgetllmguidehttps://bestgpuforllm.com/articles/rtx-5070-ti-vs-3090-for-llm/https://bestgpuforllm.com/articles/rtx-5070-ti-vs-3090-for-llm/RTX 5070 Ti (16GB GDDR7) vs used RTX 3090 (24GB GDDR6X) for local LLMs in 2026 — tok/s, VRAM, and which is the better buy.Tue, 14 Apr 2026 00:00:00 GMTrtx-5070-tirtx-3090comparisonllmhttps://bestgpuforllm.com/articles/best-gpu-for-continue-dev/https://bestgpuforllm.com/articles/best-gpu-for-continue-dev/Best GPU for Continue.dev in 2026 — run a local Copilot with Ollama. RTX 4060 Ti 16GB for 14B, RTX 4090 for 33B code models.Sun, 12 Apr 2026 00:00:00 GMTgpucontinue-devcodingllmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-llama-4-scout/https://bestgpuforllm.com/articles/best-gpu-for-llama-4-scout/Llama 4 Scout is 67GB at Q4, so no single consumer GPU runs it. The multi-card builds that do, the low-bit ones that fit less, and rental costs.Sun, 12 Apr 2026 00:00:00 GMTgpullama-4scoutllmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-local-coding-llm/https://bestgpuforllm.com/articles/best-gpu-for-local-coding-llm/Best GPUs for local AI coding in 2026 — run DeepSeek Coder, Qwen Coder, and other code LLMs as a private Copilot alternative.Sun, 12 Apr 2026 00:00:00 GMTgpucodingllmcopilotbuyer-guidehttps://bestgpuforllm.com/articles/can-rtx-4060-ti-run-13b/https://bestgpuforllm.com/articles/can-rtx-4060-ti-run-13b/Can the RTX 4060 Ti run 13B models in 2026? 16GB version: yes (Q4-Q6). 8GB version: barely (Q3 only). Full VRAM breakdown.Sun, 12 Apr 2026 00:00:00 GMTrtx-4060-ti13bvramguidehttps://bestgpuforllm.com/articles/lm-studio-vs-ollama/https://bestgpuforllm.com/articles/lm-studio-vs-ollama/LM Studio vs Ollama compared — GUI vs CLI, MLX vs CUDA performance, ease of use, and which tool fits your workflow in 2026.Sun, 12 Apr 2026 00:00:00 GMTlm-studioollamallmcomparisontoolshttps://bestgpuforllm.com/articles/rtx-5090-vs-3090-for-llm/https://bestgpuforllm.com/articles/rtx-5090-vs-3090-for-llm/RTX 5090 ($4,900) vs used RTX 3090 ($820) for LLM in 2026 — 32GB GDDR7 vs 24GB GDDR6X. Is the new flagship worth 6x the price?Sun, 12 Apr 2026 00:00:00 GMTgpurtx-5090rtx-3090comparisonllmhttps://bestgpuforllm.com/articles/can-mac-mini-run-llm/https://bestgpuforllm.com/articles/can-mac-mini-run-llm/The M6 Mac mini starts at 16GB and 153 GB/s; the M5 Pro brings 24GB and 307 GB/s. Which local models each one runs, and where each one stops.Sat, 11 Apr 2026 00:00:00 GMTmacmac-miniapple-siliconllmguidehttps://bestgpuforllm.com/articles/intel-arc-b580-for-llm/https://bestgpuforllm.com/articles/intel-arc-b580-for-llm/Intel Arc B580 for LLM in 2026 — 12GB at $310. Runs 7B via llama.cpp Vulkan, but Ollama support is limited. Honest verdict here.Sat, 11 Apr 2026 00:00:00 GMTintelarc-b580llmbudgetguidehttps://bestgpuforllm.com/articles/rtx-5070-vs-4090-for-llm/https://bestgpuforllm.com/articles/rtx-5070-vs-4090-for-llm/RTX 5070 vs RTX 4090 for local LLM in 2026 — 12GB vs 24GB VRAM. The 4090 wins because VRAM is king for LLMs. Full comparison.Sat, 11 Apr 2026 00:00:00 GMTgpurtx-5070rtx-4090comparisonllmhttps://bestgpuforllm.com/articles/best-gpu-for-llm-summarization/https://bestgpuforllm.com/articles/best-gpu-for-llm-summarization/Best GPU for LLM summarization — long context needs extra VRAM for KV cache. RTX 4090 is the sweet spot for 32K context.Fri, 10 Apr 2026 00:00:00 GMTgpusummarizationllmragbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-llm-under-300/https://bestgpuforllm.com/articles/best-gpu-for-llm-under-300/One used RTX 3060 12GB is all that stays under $300 in 2026. Model by model: what its 12GB loads at Q4, and where the 2026 MoE tier stops it.Fri, 10 Apr 2026 00:00:00 GMTgpullmbudgetunder-300buyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-lm-studio/https://bestgpuforllm.com/articles/best-gpu-for-lm-studio/LM Studio's MLX path is real but CUDA still wins tok/s per dollar. The RTX 4090 is our NVIDIA pick; Apple's M5 Max is the 34B answer.Fri, 10 Apr 2026 00:00:00 GMTgpulm-studiollmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-qwen-3/https://bestgpuforllm.com/articles/best-gpu-for-qwen-3/Best GPUs for running Qwen 3 locally in 2026 — from 4B to 72B variants. VRAM requirements, speed comparisons, and hardware picks.Fri, 10 Apr 2026 00:00:00 GMTgpuqwen-3llmbuyer-guidehttps://bestgpuforllm.com/articles/mac-vs-nvidia-for-llm/https://bestgpuforllm.com/articles/mac-vs-nvidia-for-llm/Apple's M5 Ultra pairs 512GB of unified memory with 1.2 TB/s of bandwidth. What that changes against an RTX 5090 for local LLM inference, and what it does not.Fri, 10 Apr 2026 00:00:00 GMTmacnvidiallmapple-siliconcomparisonhttps://bestgpuforllm.com/articles/ollama-vs-llama-cpp-vs-vllm/https://bestgpuforllm.com/articles/ollama-vs-llama-cpp-vs-vllm/Ollama to get running in seconds, llama.cpp for the extra tokens per second, vLLM to serve other people. Which of the three fits your workflow in 2026.Fri, 10 Apr 2026 00:00:00 GMTollamallama-cppvllmcomparisontoolshttps://bestgpuforllm.com/articles/rtx-5060-ti-vs-4060-ti-for-llm/https://bestgpuforllm.com/articles/rtx-5060-ti-vs-4060-ti-for-llm/RTX 5060 Ti vs 4060 Ti for LLM — both 16GB, but GDDR7 is 55% faster bandwidth. Speed vs value comparison with benchmarks.Fri, 10 Apr 2026 00:00:00 GMTgpurtx-5060-tirtx-4060-ticomparisonllmhttps://bestgpuforllm.com/articles/best-gpu-for-gemma-3/https://bestgpuforllm.com/articles/best-gpu-for-gemma-3/Best GPUs for running Google's Gemma 3 locally in 2026 — from 4B to 27B variants. VRAM needs, speed, and hardware picks by budget.Thu, 09 Apr 2026 00:00:00 GMTgpugemma-3googlellmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-phi-4/https://bestgpuforllm.com/articles/best-gpu-for-phi-4/Best GPUs for running Microsoft Phi-4 locally in 2026 — small 14B model that runs comfortably on $400 GPUs. VRAM and speed picks.Thu, 09 Apr 2026 00:00:00 GMTgpuphi-4microsoftsmall-modelsbuyer-guidehttps://bestgpuforllm.com/articles/how-much-vram-for-llama-4/https://bestgpuforllm.com/articles/how-much-vram-for-llama-4/Llama 4 Scout needs ~67GB at Q4 and Maverick ~245GB — far past any consumer GPU. The real numbers, why they surprise people, and what to run.Thu, 09 Apr 2026 00:00:00 GMTvramllama-4quantizationguidehttps://bestgpuforllm.com/articles/best-gpu-for-llama-4/https://bestgpuforllm.com/articles/best-gpu-for-llama-4/Llama 4 Scout is 67GB at Q4, so two 24GB cards fall short and Maverick needs 245GB. The builds that actually load them, and what they cost.Wed, 08 Apr 2026 00:00:00 GMTgpullama-4llmbuyer-guidehttps://bestgpuforllm.com/articles/how-much-vram-for-70b-model/https://bestgpuforllm.com/articles/how-much-vram-for-70b-model/Llama 3.3 70B ships as a 43GB Q4_K_M download — two 24GB cards hold it, one 32GB card does not. Published sizes for every quantization level.Wed, 08 Apr 2026 00:00:00 GMTvram70bquantizationguidehttps://bestgpuforllm.com/articles/how-much-vram-for-qwen-3/https://bestgpuforllm.com/articles/how-much-vram-for-qwen-3/VRAM for Qwen 3 in 2026 — 4B needs 2.5GB, 14B needs 9.3GB, 32B needs 20GB and the 30B-A3B MoE 19GB at Q4. Sizes from Ollama's own listing.Wed, 08 Apr 2026 00:00:00 GMTvramqwen-3quantizationguidehttps://bestgpuforllm.com/articles/used-rtx-3090-buying-guide-for-llm/https://bestgpuforllm.com/articles/used-rtx-3090-buying-guide-for-llm/A used RTX 3090 runs about $820 for 24GB. What to test before you pay, the red flags that mean walk away, and the ex-mining faults to expect.Wed, 08 Apr 2026 00:00:00 GMTgpurtx-3090usedllmguidehttps://bestgpuforllm.com/articles/best-gpu-for-gemma/https://bestgpuforllm.com/articles/best-gpu-for-gemma/Run Google Gemma locally — VRAM needs for 2B, 7B, and 27B models. Inference speed comparisons and budget-friendly GPU picks.Tue, 07 Apr 2026 00:00:00 GMTgpugemmagooglellmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-llm-fine-tuning/https://bestgpuforllm.com/articles/best-gpu-for-llm-fine-tuning/Best GPUs for LoRA, QLoRA, and full fine-tuning of LLMs. VRAM requirements, speed benchmarks, and practical recommendations.Tue, 07 Apr 2026 00:00:00 GMTgpufine-tuningloraqlorallmhttps://bestgpuforllm.com/articles/windows-vs-linux-for-local-llm/https://bestgpuforllm.com/articles/windows-vs-linux-for-local-llm/Windows vs Linux for local LLM inference — performance differences, VRAM efficiency, multi-GPU support, and when WSL is good enough.Tue, 07 Apr 2026 00:00:00 GMTwindowslinuxllmcomparisonoshttps://bestgpuforllm.com/articles/best-budget-gpu-for-local-llm/https://bestgpuforllm.com/articles/best-budget-gpu-for-local-llm/RTX 3060 12GB at $250 runs 7B models. RTX 4060 Ti 16GB at $425 handles 13B. 5 budget GPU picks ranked for Ollama + llama.cpp in 2026.Mon, 06 Apr 2026 00:00:00 GMTgpullmbudgetollamabuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-llama-70b/https://bestgpuforllm.com/articles/best-gpu-for-llama-70b/24GB can't run Llama 70B at usable quality. Dual RTX 3090 at $1,640 is the floor. 4 working builds ranked by tok/s + total cost for 2026.Mon, 06 Apr 2026 00:00:00 GMTgpullama70bvrambuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-llm-under-2000/https://bestgpuforllm.com/articles/best-gpu-for-llm-under-2000/The RTX 5090 now runs ~$4,900. Under $2,000 in 2026, dual used RTX 3090s give 48GB and 70B at Q4 — what actually fits the budget, ranked.Mon, 06 Apr 2026 00:00:00 GMTgpullmbudgetunder-2000multi-gpuhttps://bestgpuforllm.com/articles/how-much-vram-for-local-llm/https://bestgpuforllm.com/articles/how-much-vram-for-local-llm/Most '16GB is enough' advice misses what breaks at 34B+. Full Q4-Q8 VRAM tiers + the budget mistake that costs you a year of upgrades.Mon, 06 Apr 2026 00:00:00 GMTvramllminferencequantizationguidehttps://bestgpuforllm.com/articles/best-gpu-for-deepseek/https://bestgpuforllm.com/articles/best-gpu-for-deepseek/Best GPUs for running DeepSeek-R1, DeepSeek Coder, and DeepSeek V3 locally. VRAM needs, speed benchmarks, and top picks.Sun, 05 Apr 2026 00:00:00 GMTgpudeepseekdeepseek-r1deepseek-coderbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-openwebui/https://bestgpuforllm.com/articles/best-gpu-for-openwebui/Best GPUs for running Open WebUI with Ollama in 2026 — fast local chat interface, practical hardware recommendations from $250.Sun, 05 Apr 2026 00:00:00 GMTgpuopen-webuiollamainferencelocal-aihttps://bestgpuforllm.com/articles/best-gpu-for-phi-3/https://bestgpuforllm.com/articles/best-gpu-for-phi-3/Best GPUs for running Phi-3 Mini, Small, and Medium locally in 2026 — VRAM needs, speed comparisons, and budget-friendly picks.Sun, 05 Apr 2026 00:00:00 GMTgpuphi-3microsoftsmall-llmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-text-generation-webui/https://bestgpuforllm.com/articles/best-gpu-for-text-generation-webui/Best GPUs for running Oobabooga's Text Generation WebUI locally. VRAM needs for popular models, speed benchmarks, and buying advice.Sun, 05 Apr 2026 00:00:00 GMTgputext-generation-webuioobaboogallmbuyer-guidehttps://bestgpuforllm.com/articles/how-much-vram-for-qwen-14b/https://bestgpuforllm.com/articles/how-much-vram-for-qwen-14b/Exact VRAM requirements for Qwen 2.5 14B and Qwen 3 14B in 2026 at every quantization level — Q4, Q5, Q6, Q8 — plus GPU picks.Sun, 05 Apr 2026 00:00:00 GMTvramqwen14bquantizationguidehttps://bestgpuforllm.com/articles/best-gpu-for-llm-under-1500/https://bestgpuforllm.com/articles/best-gpu-for-llm-under-1500/The RTX 4090 left this tier at ~$2,200. A used RTX 3090 is the only 24GB card under $1,500, with tok/s from 7B to 32B compared.Fri, 03 Apr 2026 00:00:00 GMTgpullmunder-1500rtx-3090buyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-whisper-local/https://bestgpuforllm.com/articles/best-gpu-for-whisper-local/Best GPUs for running Whisper locally in 2026 for private audio transcription. Real-time speed comparisons and hardware picks.Fri, 03 Apr 2026 00:00:00 GMTgpuwhispertranscriptionprivacylocal-aihttps://bestgpuforllm.com/articles/can-rtx-4060-ti-run-llama-70b/https://bestgpuforllm.com/articles/can-rtx-4060-ti-run-llama-70b/Can a 16GB RTX 4060 Ti actually run Llama 70B in 2026? Honest answer with quantization analysis and practical alternatives.Fri, 03 Apr 2026 00:00:00 GMTrtx-4060-tillama-70bvramquantizationguidehttps://bestgpuforllm.com/articles/how-much-vram-for-llama-3-8b/https://bestgpuforllm.com/articles/how-much-vram-for-llama-3-8b/Exact VRAM requirements for Llama 3 8B at every quantization level, including context length overhead and practical GPU recommendations.Fri, 03 Apr 2026 00:00:00 GMTvramllama-38bquantizationguidehttps://bestgpuforllm.com/articles/can-rtx-3060-run-ollama/https://bestgpuforllm.com/articles/can-rtx-3060-run-ollama/Which LLMs an RTX 3060 12GB runs through Ollama, which models to pull in 2026, and why the two new MoE releases need far more than its 12GB.Thu, 02 Apr 2026 00:00:00 GMTrtx-3060ollamabudget-gpullmguidehttps://bestgpuforllm.com/articles/best-gpu-for-agent-ai/https://bestgpuforllm.com/articles/best-gpu-for-agent-ai/Which GPU runs local AI agents well in 2026? VRAM, speed, and hardware picks for autonomous agent workflows from $400 to $2,000.Wed, 01 Apr 2026 00:00:00 GMTgpuai-agentsinferenceraglocal-aihttps://bestgpuforllm.com/articles/how-to-run-70b-on-single-gpu/https://bestgpuforllm.com/articles/how-to-run-70b-on-single-gpu/Run Llama 3 70B and other 70B models on one GPU using aggressive quantization. VRAM requirements, quality trade-offs, and practical setup guide.Wed, 01 Apr 2026 00:00:00 GMT70bquantizationsingle-gpullmguidehttps://bestgpuforllm.com/articles/rtx-4090-vs-3090-for-ollama/https://bestgpuforllm.com/articles/rtx-4090-vs-3090-for-ollama/RTX 4090 vs RTX 3090 for Ollama compared in 2026. Same 24GB VRAM, different speed — is the 4090 worth 2.7x the used 3090 price?Wed, 01 Apr 2026 00:00:00 GMTrtx-4090rtx-3090ollamacomparisonvaluehttps://bestgpuforllm.com/articles/rtx-5080-vs-4090-for-llm/https://bestgpuforllm.com/articles/rtx-5080-vs-4090-for-llm/RTX 5080 16GB vs RTX 4090 24GB for local LLM inference. Benchmarks, VRAM analysis, and which card wins for your model size.Wed, 01 Apr 2026 00:00:00 GMTrtx-5080rtx-4090comparisonllmvramhttps://bestgpuforllm.com/articles/best-gpu-for-7b-models/https://bestgpuforllm.com/articles/best-gpu-for-7b-models/Best GPUs for running 7B LLMs in 2026 — Llama 3 8B, Mistral 7B, and Qwen 7B locally with Ollama. RTX 3060 12GB anchors at $250.Tue, 31 Mar 2026 00:00:00 GMTgpu7bllmbudgetollamahttps://bestgpuforllm.com/articles/can-rtx-5070-run-34b/https://bestgpuforllm.com/articles/can-rtx-5070-run-34b/Can the RTX 5070's 12GB VRAM handle 34B parameter LLMs in 2026? Honest analysis with quantization breakdowns and alternatives.Sun, 29 Mar 2026 00:00:00 GMTrtx-507034bvramquantizationguidehttps://bestgpuforllm.com/articles/runpod-vs-vast-ai-for-llm/https://bestgpuforllm.com/articles/runpod-vs-vast-ai-for-llm/RunPod vs Vast.ai compared for LLM inference. Pricing, reliability, GPU availability, and which cloud provider wins for your workflow.Sun, 29 Mar 2026 00:00:00 GMTrunpodvastaicloud-gpucomparisonllmhttps://bestgpuforllm.com/articles/ollama-vram-guide/https://bestgpuforllm.com/articles/ollama-vram-guide/What VRAM each Ollama model actually needs, 1B to 70B. At Q4 an 8B is 4.9GB, a 13B 7.9GB and a 70B 43GB, with KV cache on top of that.Sat, 28 Mar 2026 00:00:00 GMTollamavramllminferenceguidehttps://bestgpuforllm.com/articles/rtx-5090-vs-4090-for-llm/https://bestgpuforllm.com/articles/rtx-5090-vs-4090-for-llm/RTX 5090 vs RTX 4090 for local LLM inference in 2026. 32GB GDDR7 vs 24GB GDDR6X — is the extra VRAM worth the price premium?Sat, 28 Mar 2026 00:00:00 GMTrtx-5090rtx-4090comparisonllminferenceflagshiphttps://bestgpuforllm.com/articles/best-gpu-for-34b-models/https://bestgpuforllm.com/articles/best-gpu-for-34b-models/Run 34B parameter models locally in 2026 — Yi-34B, CodeLlama, and Qwen 34B compared. VRAM needs, real-world speeds, and top GPU picks.Fri, 27 Mar 2026 00:00:00 GMT34byi-34bcodellama-34bqwen-34bgpubuyer-guideinferencehttps://bestgpuforllm.com/articles/best-gpu-for-ollama/https://bestgpuforllm.com/articles/best-gpu-for-ollama/The RTX 4090 is the fastest Ollama card, but a used RTX 3090 reaches 88% of its 13B speed on the same 24GB for a third of the price.Thu, 26 Mar 2026 00:00:00 GMTgpuollamallmbuyer-guidehttps://bestgpuforllm.com/articles/best-multi-gpu-setup-for-llm/https://bestgpuforllm.com/articles/best-multi-gpu-setup-for-llm/Which multi-GPU LLM rig to build: dual 3090s for 48GB at about $1,640, how layer and row splitting differ, whether NVLink earns its price, and PSU sizing.Thu, 26 Mar 2026 00:00:00 GMTmulti-gpudual-gpunvlinktensor-splittingllmguide70bhttps://bestgpuforllm.com/articles/best-used-gpu-for-llm/https://bestgpuforllm.com/articles/best-used-gpu-for-llm/Top used GPUs for running local LLMs in 2026 on a budget — RTX 3090, 3080, and others. Pricing, VRAM, and what to avoid buying.Wed, 25 Mar 2026 00:00:00 GMTgpuusedbudgetrtx3090rtx3080llmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-13b-models/https://bestgpuforllm.com/articles/best-gpu-for-13b-models/Top GPU picks for running Llama 13B, CodeLlama 13B, and other 13B LLMs locally in 2026 — with VRAM, tok/s, and budget tiers from $300.Tue, 24 Mar 2026 00:00:00 GMT13bllama-13bcodellamagpubuyer-guideinferencehttps://bestgpuforllm.com/articles/best-gpu-for-llm-under-1000/https://bestgpuforllm.com/articles/best-gpu-for-llm-under-1000/The RTX 5070 Ti and 5080 both left this tier in 2026. Under $1,000 the choice is 24GB used against 16GB new, and only 24GB loads a 34B model.Mon, 23 Mar 2026 00:00:00 GMTgpullmmid-rangeunder-1000buyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-private-ai/https://bestgpuforllm.com/articles/best-gpu-for-private-ai/Top GPUs for running private, local AI inference with no cloud data sharing. Keep your prompts and data completely offline.Mon, 23 Mar 2026 00:00:00 GMTgpuprivacylocal-aiprivatellmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-vllm/https://bestgpuforllm.com/articles/best-gpu-for-vllm/Best GPU for vLLM inference serving. Covers PagedAttention, throughput benchmarks, and top GPU picks for production LLM deployment.Mon, 23 Mar 2026 00:00:00 GMTgpuvllminferenceservingbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-llm-under-500/https://bestgpuforllm.com/articles/best-gpu-for-llm-under-500/Top 5 budget GPUs under $500 for running local LLMs with Ollama and llama.cpp in 2026, ranked by VRAM, speed, and value at $/GB.Sun, 22 Mar 2026 00:00:00 GMTgpullmbudgetunder-500buyer-guidehttps://bestgpuforllm.com/articles/cloud-vs-local-gpu-for-llm/https://bestgpuforllm.com/articles/cloud-vs-local-gpu-for-llm/Cloud GPU vs buying your own for LLM in 2026 — RunPod, Vast.ai, and local costs compared. See the break-even point for your usage.Sat, 21 Mar 2026 00:00:00 GMTcloud-gpulocal-llmrunpodvastaicost-comparisonguidehttps://bestgpuforllm.com/articles/best-gpu-for-code-llm/https://bestgpuforllm.com/articles/best-gpu-for-code-llm/Best GPU for running CodeLlama, DeepSeek Coder, and Qwen Coder locally in 2026 — 16GB for 14B, 24GB for 33B code models.Fri, 20 Mar 2026 00:00:00 GMTgpucode-llmcodellamadeepseek-coderqwen-coderbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-rag/https://bestgpuforllm.com/articles/best-gpu-for-rag/Top GPUs for RAG in 2026 — embedding, vector search, and LLM inference compared. See which cards handle the full pipeline well.Thu, 19 Mar 2026 00:00:00 GMTgpuragembeddinginferencebuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-llm-server/https://bestgpuforllm.com/articles/best-gpu-for-llm-server/Top GPUs for serving LLMs to multiple users in 2026 with vLLM, TGI, and Ollama. Production inference server hardware guide.Wed, 18 Mar 2026 00:00:00 GMTgpullmservervllmtgiinferenceproductionbuyer-guidehttps://bestgpuforllm.com/articles/nvidia-vs-amd-for-llm/https://bestgpuforllm.com/articles/nvidia-vs-amd-for-llm/The RX 7900 XTX's 960 GB/s sits between a used 3090 and a 4090, but its 24GB caps it at 34B. Where AMD is fine, and where it costs you a weekend.Wed, 18 Mar 2026 00:00:00 GMTnvidiaamdcudarocmollamallama.cppcomparisonhttps://bestgpuforllm.com/articles/how-to-choose-gpu-for-ollama/https://bestgpuforllm.com/articles/how-to-choose-gpu-for-ollama/Step-by-step guide to picking the right GPU for Ollama in 2026 — match your model size, budget, and use case to the ideal card.Tue, 17 Mar 2026 00:00:00 GMTgpuollamaguidevraminferencehttps://bestgpuforllm.com/articles/best-gpu-for-llama-3/https://bestgpuforllm.com/articles/best-gpu-for-llama-3/Find the best GPU for running Llama 3 8B, 70B, and 405B locally. VRAM requirements, benchmarks, and top picks for every budget.Mon, 16 Mar 2026 00:00:00 GMTgpullama-3metallmbuyer-guidehttps://bestgpuforllm.com/articles/rtx-4090-vs-3090-for-llm/https://bestgpuforllm.com/articles/rtx-4090-vs-3090-for-llm/RTX 4090 vs RTX 3090 head-to-head for local LLM inference in 2026. Same 24GB VRAM, very different performance and pricing.Mon, 16 Mar 2026 00:00:00 GMTrtx-4090rtx-3090comparisonllminferencevramhttps://bestgpuforllm.com/articles/best-gpu-for-mistral/https://bestgpuforllm.com/articles/best-gpu-for-mistral/Mistral 7B is a 4.4GB download at Q4; Mixtral 8x7B wants 28GB. 5 GPUs ranked from RTX 3060 to 5090 for Mistral and Mixtral in 2026.Sun, 15 Mar 2026 00:00:00 GMTgpumistralmixtralllmbuyer-guidehttps://bestgpuforllm.com/articles/best-gpu-for-qwen/https://bestgpuforllm.com/articles/best-gpu-for-qwen/Best GPU for running Qwen 2.5 models locally, from 0.5B to 72B. VRAM requirements, benchmarks, and top GPU picks by budget.Sat, 14 Mar 2026 00:00:00 GMTgpuqwenllmbuyer-guide