Gaming PC (RTX 4080) 32GB

Windows Ultra tier · Intel Core i7 / AMD Ryzen 7 · 32 GB RAM · 717 GB/s bandwidth
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BENCHMARK RESULTS (73)
Model Quant Measured Estimated RAM used App Source Date
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 224 tok/s 200 tok/s +12% 3.9 GB Jan community 2026-02-19
🗣️ OuteTTS 0.3 500M FP16 224 tok/s 200 tok/s +12% 1.2 GB Piper community 2026-01-16
🗣️ KittenTTS Mini FP16 223 tok/s 200 tok/s +12% 0.2 GB Xybrid CLI community 2026-03-15
TinyLlama 1.1B TinyLlama 1.1B FP16 222 tok/s 200 tok/s +11% 2.6 GB Xybrid CLI community 2026-05-24
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 222 tok/s 200 tok/s +11% 0.4 GB LM Studio community 2026-02-12
🗣️ NeuTTS Air FP16 221 tok/s 200 tok/s +11% 1.7 GB Piper community 2026-03-02
Gemma 3 1B Gemma 3 1B FP16 218 tok/s 200 tok/s +9% 2.5 GB Ollama community 2026-04-07
👁️ SmolVLM 500M FP16 216 tok/s 200 tok/s +8% 1.2 GB Xybrid CLI community 2026-05-27
🔢 GTE Large FP16 215 tok/s 200 tok/s +8% 0.8 GB Xybrid CLI community 2026-03-14
🗣️ Dia 1.6B FP16 214 tok/s 200 tok/s +7% 3.5 GB Piper community 2026-03-02
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 213 tok/s 200 tok/s +7% 1.4 GB Jan community 2026-03-16
SmolLM2 135M SmolLM2 135M FP16 211 tok/s 200 tok/s +6% 0.3 GB Ollama editorial 2026-05-11
Ternary Bonsai 4B Ternary Bonsai 4B Q2 209 tok/s 200 tok/s +5% 1.0 GB LM Studio community 2026-05-10
Whisper Small Whisper Small FP16 208 tok/s 200 tok/s +4% 0.6 GB Xybrid CLI editorial 2026-03-04
LFM2.5 1.2B LFM2.5 1.2B FP16 205 tok/s 200 tok/s +3% 2.6 GB Ollama community 2026-02-11
Ternary Bonsai 8B Ternary Bonsai 8B Q2 205 tok/s 200 tok/s +3% 1.8 GB LM Studio editorial 2026-01-14
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 205 tok/s 200 tok/s +3% 2.3 GB LM Studio editorial 2026-02-27
Llama 3.2 1B Llama 3.2 1B FP16 204 tok/s 200 tok/s +2% 3.0 GB Ollama community 2026-02-10
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 203 tok/s 200 tok/s +2% 1.5 GB Jan community 2026-05-26
Whisper Tiny Whisper Tiny FP16 203 tok/s 200 tok/s +2% 0.1 GB Whisper Transcription community 2026-05-01
SmolLM2 360M SmolLM2 360M FP16 200 tok/s 200 tok/s +0% 1.2 GB Jan community 2026-04-21
SmolLM2 1.7B SmolLM2 1.7B FP16 198 tok/s 200 tok/s -1% 3.8 GB LM Studio editorial 2026-04-04
🔢 BGE Small FP16 196 tok/s 200 tok/s -2% 0.1 GB Xybrid CLI editorial 2026-01-19
🔢 Nomic Embed Text FP16 195 tok/s 200 tok/s -2% 0.3 GB Ollama community 2026-02-08
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 194 tok/s 200 tok/s -3% 1.5 GB Xybrid CLI editorial 2026-05-15
🎨 Stable Diffusion Turbo FP16 192 tok/s 200 tok/s -4% 2.6 GB Xybrid CLI community 2026-01-17
Wav2Vec2 Base Wav2Vec2 Base FP16 192 tok/s 200 tok/s -4% 0.3 GB Whisper Transcription community 2026-05-14
Whisper Large V3 Whisper Large V3 FP16 192 tok/s 200 tok/s -4% 4.0 GB Xybrid CLI editorial 2026-05-25
🗣️ KittenTTS Nano FP16 191 tok/s 200 tok/s -4% 0.1 GB Xybrid CLI community 2026-01-22
Whisper Medium Whisper Medium FP16 189 tok/s 200 tok/s -5% 1.6 GB Xybrid CLI community 2026-01-05
🎙️ Distil-Whisper Large V3 FP16 189 tok/s 200 tok/s -5% 1.6 GB Xybrid CLI community 2026-05-27
Bonsai Image 4B Bonsai Image 4B Q2 187 tok/s 200 tok/s -6% 2.1 GB Ollama community 2026-03-17
StableLM 2 1.6B StableLM 2 1.6B FP16 183 tok/s 200 tok/s -8% 3.8 GB Jan community 2026-01-17
🗣️ Kokoro 82M FP16 181 tok/s 200 tok/s -9% 0.4 GB Xybrid CLI community 2026-03-28
👁️ Moondream 2B FP16 179 tok/s 194 tok/s -8% 4.0 GB Jan community 2026-04-01
🔢 all-MiniLM-L6-v2 FP16 179 tok/s 200 tok/s -10% 0.1 GB Jan community 2026-04-09
🧠 DeepSeek R1 Distill 1.5B FP16 178 tok/s 200 tok/s -11% 3.5 GB LM Studio community 2026-03-14
Gemma 4 E2B Gemma 4 E2B FP16 172 tok/s 159 tok/s +8% 5.0 GB Xybrid CLI community 2026-05-28
Mistral 7B Mistral 7B Q4 166 tok/s 87 tok/s +91% 4.3 GB LM Studio editorial 2026-03-20
Qwen 3.5 2B Qwen 3.5 2B FP16 163 tok/s 171 tok/s -5% 5.4 GB LM Studio editorial 2026-05-24
🎨 Stable Diffusion 3.5 Medium FP16 156 tok/s 156 tok/s +0% 5.7 GB Jan community 2026-05-27
Phi-4 Mini Phi-4 Mini Q8 155 tok/s 92 tok/s +68% 4.6 GB Ollama editorial 2026-03-20
👨‍💻 StarCoder2 3B FP16 118 tok/s 116 tok/s +2% 8.0 GB Jan community 2026-01-01
Qwen 2.5 3B Qwen 2.5 3B FP16 102 tok/s 112 tok/s -9% 7.8 GB Jan community 2026-05-11
Llama 3.2 3B Llama 3.2 3B FP16 101 tok/s 109 tok/s -7% 8.6 GB LM Studio community 2026-01-03
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 101 tok/s 112 tok/s -10% 7.9 GB LM Studio community 2026-05-27
🎨 SDXL Turbo FP16 98 tok/s 110 tok/s -11% 7.3 GB Jan community 2026-05-15
🧠 DeepSeek R1 Distill 7B Q8 96 tok/s 89 tok/s +8% 9.4 GB Xybrid CLI community 2026-04-20
Mistral 7B Mistral 7B Q8 91 tok/s 87 tok/s +5% 9.6 GB Jan community 2026-02-11
Qwen 2.5 7B Qwen 2.5 7B Q8 90 tok/s 89 tok/s +1% 10.0 GB LM Studio community 2026-03-01
Gemma 3 4B Gemma 3 4B FP16 88 tok/s 81 tok/s +9% 9.5 GB Xybrid CLI community 2026-02-07
Qwen 3.5 4B Qwen 3.5 4B FP16 88 tok/s 87 tok/s +1% 9.3 GB Jan community 2026-03-12
Phi-4 Mini Phi-4 Mini FP16 88 tok/s 92 tok/s -4% 9.3 GB Ollama community 2026-03-14
Llama 3.1 8B Llama 3.1 8B Q8 85 tok/s 84 tok/s +1% 9.7 GB Jan community 2026-03-13
Gemma 4 E4B Gemma 4 E4B FP16 84 tok/s 80 tok/s +5% 11.1 GB Xybrid CLI community 2026-01-05
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 82 tok/s 89 tok/s -8% 10.1 GB LM Studio editorial 2026-05-24
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 80 tok/s 84 tok/s -5% 9.1 GB Xybrid CLI community 2026-04-05
🧠 DeepSeek R1 Distill 8B Q8 79 tok/s 84 tok/s -6% 10.3 GB Ollama community 2026-05-18
🧠 Qwen3 8B Q8 78 tok/s 82 tok/s -5% 10.3 GB Ollama community 2026-03-13
Gemma 3n E2B Gemma 3n E2B FP16 76 tok/s 80 tok/s -5% 11.5 GB LM Studio editorial 2026-01-02
LFM2.5 8B A1B LFM2.5 8B A1B Q8 76 tok/s 81 tok/s -6% 10.2 GB Jan community 2026-01-17
Phi-4 Medium Phi-4 Medium Q6 73 tok/s 66 tok/s +11% 12.1 GB Xybrid CLI editorial 2026-01-02
Qwen 3.5 9B Qwen 3.5 9B Q8 67 tok/s 74 tok/s -9% 12.4 GB Jan community 2026-03-28
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q2 65 tok/s 60 tok/s +8% 13.2 GB Xybrid CLI community 2026-01-02
Gemma 4 31B Gemma 4 31B Q3 59 tok/s 53 tok/s +11% 14.8 GB Ollama community 2026-04-09
👨‍💻 DeepSeek Coder 6.7B FP16 58 tok/s 52 tok/s +12% 14.9 GB Jan community 2026-05-12
Gemma 3 12B Gemma 3 12B Q8 56 tok/s 55 tok/s +2% 16.1 GB LM Studio community 2026-02-25
🎨 FLUX.1 Schnell Q8 55 tok/s 56 tok/s -2% 15.9 GB LM Studio editorial 2026-02-25
Gemma 4 26B A4B Gemma 4 26B A4B Q3 54 tok/s 57 tok/s -5% 15.1 GB Jan community 2026-01-18
👨‍💻 Laguna XS.2 Q3 54 tok/s 51 tok/s +6% 15.1 GB Ollama community 2026-03-28
Mistral Nemo 12B Mistral Nemo 12B Q8 53 tok/s 56 tok/s -5% 16.4 GB LM Studio editorial 2026-05-24
Gemma 3n E4B Gemma 3n E4B FP16 49 tok/s 52 tok/s -6% 14.7 GB Ollama community 2026-05-27
👁️ LLaVA 1.6 7B FP16 47 tok/s 50 tok/s -6% 15.2 GB LM Studio community 2026-05-23
← All benchmarks