RTX 3060 12GB for Local LLMs: What It Runs, What It Costs, Every Guide
The RTX 3060 12GB's 12 GB holds models up to about Phi-4 14B entirely in VRAM: its 9.1 GB Q4_K_M file leaves 2.9 GB for context (per the SpecPicks Will-It-Run matrix). New, it is $400 this week, $33.33 per GB of VRAM, per the Amazon listings SpecPicks tracks (price may vary).
What fits in 12 GB
Each row is the model’s real Q4_K_M GGUF file size against the card’s 12 GB, with the median of published, source-linked generation-speed runs that pass a memory-bandwidth sanity check. Open a row for the sources behind it.
| Model | Q4 file | Verdict | Median speed |
|---|---|---|---|
| Llama 3.2 1B | 0.8 GB Q4_K_M | Runs | 185 tok/s 2 cited runs |
| Llama 3.2 3B | 2 GB Q4_K_M | Runs | 126 tok/s 2 cited runs |
| Mistral 7B | 4.4 GB Q4_K_M | Runs | no cited run |
| Qwen2.5 7B | 4.7 GB Q4_K_M | Runs | no cited run |
| Llama 3.1 8B | 4.9 GB Q4_K_M | Runs | 52.2 tok/s 5 cited runs |
| DeepSeek-R1-Distill-Llama 8B | 4.9 GB Q4_K_M | Runs | no cited run |
| Qwen3 8B | 5 GB Q4_K_M | Runs | 48.6 tok/s 4 cited runs |
| Gemma 2 9B | 5.8 GB Q4_K_M | Runs | no cited run |
| Gemma 3 12B | 7.3 GB Q4_K_M | Runs | no cited run |
| Qwen2.5 14B | 9 GB Q4_K_M | Runs | 26.5 tok/s 2 cited runs |
| DeepSeek-R1-Distill-Qwen 14B | 9 GB Q4_K_M | Runs | 29.4 tok/s 1 cited run |
| Qwen3 14B | 9 GB Q4_K_M | Runs | 28.1 tok/s 2 cited runs |
| Phi-4 14B | 9.1 GB Q4_K_M | Runs | no cited run |
| gpt-oss-20b | 12.1 GB MXFP4 | Offload | no cited run |
| Gemma 3 27B | 16.6 GB Q4_K_M | Offload | no cited run |
| Gemma 2 27B | 16.7 GB Q4_K_M | Offload | no cited run |
| Qwen3 30B-A3B | 18.6 GB Q4_K_M | Offload | no cited run |
| Qwen3 32B | 19.8 GB Q4_K_M | Offload | no cited run |
| Qwen2.5 32B | 19.9 GB Q4_K_M | Offload | no cited run |
| DeepSeek-R1-Distill-Qwen 32B | 19.9 GB Q4_K_M | Offload | no cited run |
| Llama 3.1 70B | 42.5 GB Q4_K_M | Offload | no cited run |
| Llama 3.3 70B | 42.5 GB Q4_K_M | Offload | no cited run |
| DeepSeek-R1-Distill-Llama 70B | 42.5 GB Q4_K_M | Offload | no cited run |
What it costs this week
- New (Amazon): $400 · $33.33 per GB of VRAM
- Used (eBay median, 7 days): withheld — 1 listing seen, fewer than 8
View Current Price →DetailsUsed on eBay
*Tracked snapshot read 2026-10-06, not a live quote: price may vary. Its row in this week’s LLM GPU Price Index →
Every RTX 3060 12GB guide, by question
200 SpecPicks guides cover this card. They are grouped by the question they answer, most-read first.
Compared with other cards and machines 50 guides
- RTX 3060 12GB vs RTX 5060: Best Value for 1080p Gaming + Local AI
- llama.cpp Vulkan vs CUDA on a 12GB RTX 3060: Which Backend Wins?
- Run Kimi K2.7 Code Locally: Ollama vs llama.cpp on RTX 3060
- Open WebUI vs LM Studio: Best Local Chat Front-End for a 12GB GPU
- RTX 3060 12GB vs RTX 4060 for 1080p Gaming: Which Wins in 2026?
- 48GB DDR5 or 12GB VRAM? What Actually Speeds Up Local LLMs
- RTX 3060 12GB: Ollama vs llama.cpp vs vLLM Token Speed (2026)
- Forza Horizon 6: Is 8GB VRAM Enough or Do You Need an RTX 3060 12GB?
- Claude Opus 4.8 Raised the Bar — Best Local Coding LLMs for a 12GB RTX 3060
- RTX 3060 12GB vs RTX 3060 Ti 8GB for Local LLMs: VRAM Beats Bandwidth Every Time
- RTX 3060 vs RTX 5060 Ti — two generations apart
- Ryzen 5 5600G vs RTX 3060 12GB for Entry Local LLM Inference (2026)
38 more
- Do You Even Need a Graphics Card? Ryzen 5 5600G iGPU vs RTX 3060 for 1080p
- Grok Imagine Video 1.5 Hits #2 — But Local Video Gen on an RTX 3060 Is Still Free
- RX 9070 XT vs RTX 3060 12GB for Local LLMs in 2026
- RTX 5060 vs RTX 3060 12GB for Local LLMs in 2026
- Ryzen AI Max+ 395 (Strix Halo) Mini PC vs RTX 3060 12GB for Local LLMs
- Best 1440p Gaming Monitor for an RTX 3060: ASUS TUF 2K vs KOORUI 4K
- Jan vs LM Studio: The Best No-Terminal Local LLM App for an RTX 3060 (2026)
- Grok Imagine Hits #5: Can a $300 RTX 3060 Run Local Image AI?
- LM Studio vs Jan.ai vs Ollama on an RTX 3060 12GB: Which Local Runner Wins?
- Intel Arc Pro B70 vLLM Support Lands — vs RTX 3060 12GB
- GLM-5.2 vs DeepSeek V4 on a 12GB RTX 3060: Which Open-Weights Model Wins?
- LM Studio vs Ollama on an RTX 3060 12GB: Which Local Runtime in 2026?
- Best GPU for Local Llama 70B in 2026: RTX 3060 12GB Stack vs Single Workstation Card
- AMD Ryzen AI Halo vs RTX 3060 for Local LLMs in 2026
- Cerebras Says It's Running GPT-5.5 Internally — What It Means for Local LLM Boxes
- Ryzen AI Max 400 'Gorgon Halo': 192GB Unified Memory vs an RTX 3060 for Local LLMs
- Ryzen AI Max+ 395 128GB vs Dual RTX 3060 for Local LLMs
- Qwen3.6-35B-A3B vs Gemma4-26B-A4B: Which MoE Fits a 12GB RTX 3060
- 4K 60Hz or 1440p 240Hz? Picking a Monitor for an RTX 3060-Class GPU
- ExLlamaV2 vs llama.cpp for Single-User Chat on an RTX 3060 12GB in 2026
- Ollama vs llama.cpp for Qwen 3.6 27B on a 12GB RTX 3060
- Microsoft's Copilot Goes Agentic — Run Your Own Agent Locally on an RTX 3060
- llama.cpp vs Ollama on an RTX 3060: Which Runs GLM-5.2 Faster?
- RTX 3060 12GB vs Arc A770 16GB for Stable Diffusion in 2026
- Ollama vs llama.cpp for Single-User Chat on an RTX 3060 12GB (2026)
- IPEX-LLM + Ollama on Intel Arc: Setup, tok/s, and the RTX 3060 Reality Check
- Panther Lake NPU vs RTX 3060 12GB for Local LLM Inference
- Two RTX 3060 12GB vs One Bigger GPU for Local 70B Models
- RTX 3060 12GB vs RX 7600 XT for Local LLMs: The Cheap Inference Card to Buy in 2026
- RTX 3060 12GB vs Arc B580 12GB for Local LLMs in 2026
- OpenAI Codex Now Repeats Tasks From One Demo: Can a Local RTX 3060 Agent Match It?
- OpenAI Codex Price War vs Running a Local Coding Model on an RTX 3060
- AMD Ryzen AI Halo vs NVIDIA DGX Spark — or Just an RTX 3060?
- Fish Audio S2.1 Pro Is Free Until July 24 — But Can You Run TTS Locally on an RTX 3060?
- Ollama vs vLLM for Single-User Local Chat on an RTX 3060 12GB (2026)
- vLLM vs Ollama on an RTX 3060 12GB: Which Server Wins?
- Claude Opus 4.8 vs Local LLM on RTX 3060 12GB: Honest 2026 Benchmarks
- Qwen3 Local: RTX 3060 12GB Build vs Mac Mini for Inference
Backends, drivers and runtimes 15 guides
- CUDA 13.3 and the RTX 3060: What Changes for Local LLM Inference
- Qwen 3.6 35B on RTX 3060 12GB: 18–28 tok/s
- Running Qwen3 35B A3B at 80 tok/s on a 12GB RTX 3060 in 2026
- Ollama on a 12GB RTX 3060: Best Models and tok/s in 2026
- Codex Now Drives Windows PCs: The Local-Agent Rig You Can Build Instead
- CUDA 13.3 Landed: What Local LLM Operators Need to Know for RTX 3060 / 4090 Rigs
- vLLM on a Single RTX 3060 12GB: Batched Serving Numbers and When It's Worth It (2026)
- llama.cpp Vulkan on the RTX 3060 12GB: Setup and Measured tok/s for 2026
- vLLM on Windows in 2026: What Actually Works on a 12GB Card
- Open-WebUI + Ollama on RTX 3060 12 GB: A 2026 Self-Hosted Stack
- Best GPU for Running Ollama on 12GB VRAM in 2026: RTX 3060 12GB Deep-Dive
- Intel LLM-Scaler vLLM 1.4 on Arc Pro B70: What the Latest Driver Stack Means for Local Inference
Front-ends, agents and tools 36 guides
- Which Open LLMs Actually Handle Tool-Calling on an RTX 3060?
- LM Studio on an RTX 3060 12GB: Local-LLM Setup and tok/s in 2026
- Benchmarking Open Models for Agentic Tool Use on an RTX 3060
- ComfyUI on an RTX 3060 12GB: Stable Diffusion Throughput and VRAM Limits in 2026
- ComfyUI on a 12GB GPU: SDXL and Flux Setup, VRAM Limits, and Real Throughput
- ComfyUI on an RTX 3060 12GB: A 2026 Local Stable Diffusion Setup Guide
- ComfyUI for NVIDIA Cosmos 3 on an RTX 3060 12GB: Setup + Limits
- HiDream-O1-Image on an RTX 3060 12GB: Does It Fit?
- ComfyUI on a 12GB RTX 3060: SDXL and Flux Image Gen Benchmarked
- AI Bug-Hunting Surged: Running a Local Security-Scanner LLM on 12GB VRAM
- ComfyUI on an RTX 3060 12GB: Local Stable Diffusion Setup and Real Throughput
- Cosmos3-Super on an RTX 3060 12GB: Can the #1 Open-Weights Image Model Run Local?
24 more
- Qwen3.6-27B at Q4_K_M for Agentic Coding: Is the Quant Safe on a 12GB RTX 3060?
- ComfyUI on an RTX 3060 12GB: Flux and SDXL Speeds in 2026
- Best GPU for Stable Diffusion Under $300 (2026): RTX 3060
- Best Coding LLM Stack for an RTX 3060 12GB and 32GB RAM (2026)
- Microsoft Mirage Adds Persistent Spatial Memory: Can a 12GB GPU Run Local Video Gen?
- ComfyUI on an RTX 3060 12GB: VRAM Tuning and Image-Gen Throughput
- Nous Hermes Desktop: A Local AI Agent for Your Own Hardware
- Best GPU for 1440p Local Image Generation in 2026: Why the RTX 3060 12GB Still Wins on Value
- ComfyUI on an RTX 3060 12GB: SDXL Throughput and VRAM Tuning
- Microsoft Mirage and Persistent-Memory Video Gen: How Much VRAM You Actually Need
- ComfyUI on an RTX 3060 12GB: Local Image Generation Setup
- Run a Local Coding Agent on an RTX 3060 12GB (After Codex Went Autonomous)
- RTX 3060 12GB for ComfyUI & Stable Diffusion: The VRAM Budget Pick (2026)
- Best Budget GPU for Stable Diffusion: Why the RTX 3060 12GB Still Wins
- Kimi K3 Lands #5 on Coding Agents: What You Can Actually Run Local
- Set Up a Local LLM Coding Assistant in VS Code on an RTX 3060 12GB (2026)
- ComfyUI on an RTX 3060 12GB: Real Image-Gen Throughput in 2026
- Running a Local Coding Agent on an RTX 3060 12GB: Qwen3-Coder in Practice
- ComfyUI on a 12GB RTX 3060: Install + Stable Diffusion Throughput 2026
- GLM-5.2 on an RTX 3060 12GB: Can a Budget Card Run Long-Horizon Agents?
- 16% of Freelance Jobs Are Now AI-Doable: The Local Agent Rig That Runs Them
- Intelligence Index v4.1 Goes Agentic: Can a 12GB RTX 3060 Keep Up Locally?
- LM Studio on an RTX 3060 12GB: A Zero-Terminal Local LLM Setup
- Best 12GB GPU for Stable Diffusion: RTX 3060 in 2026
Specific models 39 guides
- Qwen3.6 35B-A3B Just Cleared FoodTruck-Bench: What the MoE Sparse Path Means for 12GB Cards
- Running Qwen 3.6 27B on a Single RTX 3060 12GB: Quantization, Context, and Real Tok/s
- Qwen3.6 27B on a Single RTX 3060 12GB: Why MTP Drops Context From 137K to 14K
- Best GPU for Running Llama 3 8B Locally Under $350 (2026)
- Qwen3.6-27B on Dual RTX 3060 12GB: The $400 30-50 tok/s Local LLM Build
- Qwen3.6 35B on a Single RTX 3060 12GB: What Actually Fits
- Can the RTX 3060 12GB Run Qwen3-27B Locally in 2026?
- Local 13B LLM Inference on a $700 Used Build: Ryzen 7 3700X + RTX 3060 12GB Benchmarked
- Kimi K2.7 Code on an RTX 3060 12GB: Can a $300 GPU Run It?
- G4-Meromero 31B: Running the Uncensored Gemma 4 Finetune on a 12GB RTX 3060
- Qwen 3.6 35B-A3B on RTX 3060 12GB: Local LLM Throughput Guide (2026)
- Running Qwen3.6 35B A3B at 80 tok/s on a 12GB GPU: What the MSI RTX 3060 12GB Setup Looks Like
27 more
- Qwen 27B Context Collapse: Why MTP Drops 137K to 14K on 12GB GPUs
- Gemma 4 31B Abliterated on a Single RTX 3060 12GB: Quantization, VRAM, and Real Tok/s
- GLM-5.2 Review: Running the Top Open-Weights LLM on an RTX 3060
- Qwen 3.8 Open Weights on a 12 GB RTX 3060: What Actually Fits
- Running DeepSeek Distills Locally on a Ryzen 7 5800X + RTX 3060
- DeepSeek V4 on an RTX 3060 12GB: What Actually Fits Locally
- Gemma 4 31B on a 12GB RTX 3060: Quantization, VRAM, and Real tok/s
- Gemma 4 31B Creative-Writing Finetunes on RTX 3060 12GB
- 32B Models on 12GB VRAM: What an RTX 3060 Can Really Run in 2026
- Dual RTX 3060 12GB: 24GB of VRAM for GLM-5.2 on a Budget?
- DeepSeek V4 Flash on a 12GB RTX 3060: The Cheapest Agentic Model, Run Local
- Best Budget GPU for Local 12B–14B LLM Inference: Why the RTX 3060 12GB Still Wins
- Running Gemma 4 31B Finetunes Locally: Dual RTX 3060 12GB vs Single 24GB Card
- How Much System RAM for Llama 3.1 70B on a 12GB RTX 3060? The 48GB Kit Question
- DeepSeek on the US Entity List: Running V4 Locally in 2026
- Qwen3.6 35B A3B on RTX 3060 12GB: 80 tok/s with llama.cpp MTP
- Can a 12GB RTX 3060 Run Bonsai 27B, the New Open Reasoning Model?
- Qwen-Audio-3.0-TTS-Plus Tops the Speech Arena: Run It Locally on an RTX 3060?
- Run DeepSeek & Qwen Locally on an RTX 3060 12GB (2026 Guide)
- Gemma 4 31B Uncensored on a 12GB RTX 3060: What Fits, How Fast
- Kimi K3 Just Launched: What You Can (and Can't) Run Locally Instead
- Best Budget GPU for Running Llama 70B Locally: RTX 3060 12GB Stacked
- GLM-5.2 With CPU Offload: Ryzen 7 5800X + RTX 3060 12GB Tested
- Self-Hosting DeepSeek on an RTX 3060 12GB: What Fits in 2026
- GLM-5.2 on 12GB VRAM: Quantization and Speed on the RTX 3060
- Qwen3 MTP on a Single RTX 3060 12GB: What the New Benchmark Numbers Actually Mean
- GLM-5.2 on an RTX 3060 12GB: Can the New Open-Weights Leader Run Local?
Gaming 21 guides
- Is the RTX 3060 12GB Still Worth It for 1080p Gaming in 2026?
- Best Budget GPU for 1080p Gaming in 2026: Is the RTX 3060 12GB Still the Pick?
- Ryzen 7 5700X + RTX 3060 12GB: The Best Value 1080p Combo in 2026
- Ryzen 7 5700X + RTX 3060 12GB: A Balanced 1440p Build in 2026
- Is the RTX 3060 12GB Still a Good 1080p Gaming GPU in 2026?
- Best Budget GPU for 1440p Gaming in 2026: Is the RTX 3060 12GB Still It?
- Best GPU for 1080p High-Refresh Esports 2026: RTX 3060 12GB
- RTX 3060 12GB for 1080p 240Hz Esports: CS2, Valorant, Apex
- Best 1440p Monitor for the RTX 3060 12GB (2026)
- Is the RTX 3060 12GB Still Worth It for 1440p Gaming in 2026?
- Best GPU for 1440p Esports in 2026: Why the RTX 3060 12GB Still Delivers
- Is the RTX 3060 12GB Still the Best Budget GPU for 1080p Esports in 2026?
9 more
- Best Parts for a Budget Ryzen + RTX 3060 Gaming PC Build in 2026
- Best GPU for 1080p Esports in 2026: Why the RTX 3060 12GB Still Delivers
- Best 1440p Monitor for the RTX 3060 in 2026: Picks That Actually Match
- Best 4K Monitor Under $300 for RTX 3060 12GB Gaming in 2026
- Is the RTX 3060 12GB Still Worth It for Gaming in 2026?
- Can the RTX 3060 12GB Still Game at 1440p in 2026?
- Best GPU for 1080p 240Hz Esports: RTX 3060 12GB Build (2026)
- Best GPU for 1080p Esports in 2026: Why the RTX 3060 Still Wins
- Best 1440p Monitor for an RTX 3060: Matching Panel to GPU
Builds, buying and value 10 guides
- RTX 3060 12GB in 2026: Is It Still a 1080p Value Champion?
- Best Budget GPU for CNN & Vision Inference 2026: RTX 3060 12GB
- Is the RTX 3060 12GB Still the Best Sub-$400 AI Card in 2026?
- How Much VRAM Does 32k Context Use on an RTX 3060 12GB? (2026)
- Is the RTX 3060 12GB Still Worth It for 1080p and 1440p Gaming in 2026?
- Is the RTX 3060 12GB Still Worth Buying in 2026?
- Best Budget Build for Local LLMs in 2026: How Far a Ryzen 5 5600G + RTX 3060 Gets You
- Build a Budget Local-LLM Workstation Under $1,500: Ryzen 7 5800X + RTX 3060 12GB Benchmarks
- Building a Budget Local-AI Box: Ryzen 7 5800X + RTX 3060 12GB
- Build a Budget Local-AI Rig in 2026: Ryzen 7 5800X + RTX 3060 12GB
Everything else 28 guides
- What Fits in 12GB VRAM? RTX 3060 Local LLM Model Guide (2026)
- Intel Kills BigDL: The Local-LLM Path Forward in 2026
- Forza Horizon 6 on the RTX 3060 12GB: 1080p and 1440p Settings Guide
- Quantization on a 12GB GPU: q4 vs q5 vs q8 Tok/s and Quality on the RTX 3060
- Local LLM Inference on the RTX 3060 12GB: 2026 Quantization Playbook
- MTP Decoding on RTX 3060 12GB: When Multi-Token Prediction Helps (and Hurts)
- Ideogram 4.0 Open Weights on an RTX 3060 12GB: Local Text-to-Image in 2026
- Tesla Capped AI Spend at $200/Week — Build a Local Inference Box for Less
- Ideogram 4.0 Open Weights: Native 2K Image Gen on a 12GB GPU
- Grok Imagine Video 1.5 Is #2 — What GPU Runs Local Video Gen?
- Best GPU for Local LLMs Under $300: Why the RTX 3060 12GB Still Wins
- Which LLMs Actually Fit on an RTX 3060 12GB in 2026?
16 more
- Can a 12GB RTX 3060 Still Run 2026's Local LLMs?
- Tencent Hy3 on an RTX 3060 12GB: Can a $300 GPU Run It?
- Is 12GB VRAM Still Enough for Local LLMs in 2026?
- Cut AI API Bills: Run Local LLMs on an RTX 3060 12GB (2026)
- The $500M Claude Bill: What Local LLM Inference Actually Costs
- Local Video-Gen on 12GB: What an RTX 3060 Does in the Gemini Omni Flash Era
- Best NVIDIA RTX 3060 Graphics Cards in 2026: 5 AIB Picks Compared
- LoRA Fine-Tuning Small LLMs on an RTX 3060 12GB in 2026
- Surprise AI Bills: Moving LLM Work to a Local RTX 3060 12GB Rig
- Which GPU Runs Which LLM in 2026: The RTX 3060 12GB Model-Fit Matrix
- Local LLM as a Quake 3 / UT99 Demo Coach: Ollama on Ryzen 7 5800X + RTX 3060 (2026)
- Best CPU for the MSI RTX 3060 12GB: 5600G vs 5700X vs 5800X
- Simba 3.2 Tops the TTS Leaderboard: Run Local Text-to-Speech on an RTX 3060 12GB
- Which LLMs Fit a 12GB RTX 3060? Per-Model VRAM Cheat Sheet (2026)
- Run Text-to-SQL Locally on a 12GB GPU After Gemini-SQL2
- Best GPU for Local LLMs Under $400: Why the RTX 3060 12GB Beats the 8GB Trap
Where to go next
- RTX 3060 12GB vs Intel Arc B580 — the card it is most often cross-shopped against.
- RTX 3060 12GB benchmarks — every gaming and AI run on file, with sources.
- Will it run? — any model against any card.
- AI rigs hub — complete local-AI builds.
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This page is editorial synthesis based on publicly available information. No independent first-party benchmarking is reported.