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Run Qwen 3 models from 4B to 235B locally
Quick Answer: For most users, the RTX 4070 Ti Super ($700-$850) offers the best balance of VRAM, speed, and value. Budget builders should consider the RTX 3060 12GB ($250-$350), while professionals should look at the RTX 4090.
Methodology and data
Rankings use measured compatibility, VRAM constraints, and benchmark-backed tradeoffs. See assumptions and formulas in methodology.
Qwen 3 is one of the most popular open model families for local inference. The family spans from 0.6B to 235B parameters, with Mixture-of-Experts variants like 30B-A3B offering efficiency gains. Your GPU choice depends on which size you target. VRAM is the decisive factor.
Compare all recommendations at a glance.
| GPU | VRAM | Price | Best For | |
|---|---|---|---|---|
RTX 3060 12GBBudget Pick | 12GB | $250-$350 | Qwen3 4B at Q4/Q8, Qwen3 8B at Q4 | Buy |
RTX 4070 Ti SuperEditor's Choice | 16GB | $700-$850 | Qwen3 8B at Q8, Qwen3 14B at Q4 | Buy |
RTX 4090Performance King | 24GB | $1,500-$1,800 | Qwen3 32B at Q4/Q5_K_M, Qwen3 14B at Q8/FP16 | Buy |
Detailed breakdown of each GPU option with pros and limitations.
Runs Qwen3 4B and 8B comfortably at Q4. Good entry point for the smaller Qwen 3 variants and the efficient MoE models like 30B-A3B.
Best For
Limitations
16GB VRAM handles Qwen3 8B at Q8 and Qwen3 32B at aggressive quantization. Strong tok/s with Ada Lovelace efficiency.
Best For
Limitations
24GB VRAM runs Qwen3 32B at Q4 comfortably. The fastest consumer option for any Qwen 3 model that fits in memory.
Best For
Limitations