Gaming PC (RTX 4070) 32GB

Windows Ultra tier · Intel Core i7 / AMD Ryzen 7 · 32 GB RAM · 504 GB/s bandwidth
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BENCHMARK RESULTS (75)
Model Quant Measured Estimated RAM used App Source Date
🗣️ KittenTTS Mini FP16 219 tok/s 200 tok/s +10% 0.2 GB Xybrid CLI community 2026-01-02
LFM2.5 1.2B LFM2.5 1.2B FP16 218 tok/s 200 tok/s +9% 2.6 GB Xybrid CLI editorial 2026-01-06
🗣️ OuteTTS 0.3 500M FP16 218 tok/s 200 tok/s +9% 1.2 GB Xybrid CLI community 2026-04-21
Bonsai Image 4B Bonsai Image 4B Q2 217 tok/s 200 tok/s +9% 2.2 GB Xybrid CLI community 2026-03-15
🗣️ KittenTTS Nano FP16 215 tok/s 200 tok/s +8% 0.1 GB Piper editorial 2026-05-11
🗣️ Kokoro 82M FP16 215 tok/s 200 tok/s +8% 0.4 GB Piper community 2026-04-08
Whisper Small Whisper Small FP16 212 tok/s 200 tok/s +6% 0.6 GB Whisper Transcription community 2026-01-03
Whisper Medium Whisper Medium FP16 211 tok/s 200 tok/s +6% 1.7 GB Xybrid CLI editorial 2026-01-17
SmolLM2 135M SmolLM2 135M FP16 210 tok/s 200 tok/s +5% 0.3 GB Jan community 2026-03-16
🗣️ NeuTTS Air FP16 210 tok/s 200 tok/s +5% 1.9 GB Xybrid CLI community 2026-05-24
Gemma 3 1B Gemma 3 1B FP16 207 tok/s 200 tok/s +4% 2.8 GB Xybrid CLI community 2026-05-25
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 207 tok/s 200 tok/s +4% 1.5 GB Jan community 2026-04-22
🔢 all-MiniLM-L6-v2 FP16 207 tok/s 200 tok/s +4% 0.1 GB LM Studio editorial 2026-01-15
👁️ SmolVLM 500M FP16 206 tok/s 200 tok/s +3% 1.3 GB Jan community 2026-01-06
🔢 Nomic Embed Text FP16 204 tok/s 200 tok/s +2% 0.3 GB Jan community 2026-05-23
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 199 tok/s 200 tok/s +0% 1.3 GB Xybrid CLI community 2026-04-02
TinyLlama 1.1B TinyLlama 1.1B FP16 199 tok/s 200 tok/s +0% 2.4 GB LM Studio community 2026-04-04
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 197 tok/s 200 tok/s -1% 0.5 GB Xybrid CLI community 2026-02-23
Ternary Bonsai 8B Ternary Bonsai 8B Q2 197 tok/s 200 tok/s -1% 1.9 GB Xybrid CLI community 2026-05-16
Whisper Tiny Whisper Tiny FP16 197 tok/s 200 tok/s -1% 0.1 GB Xybrid CLI community 2026-01-03
🎙️ Distil-Whisper Large V3 FP16 193 tok/s 200 tok/s -4% 1.9 GB Whisper Transcription community 2026-04-04
🔢 BGE Small FP16 191 tok/s 200 tok/s -4% 0.1 GB LM Studio editorial 2026-04-12
🔢 GTE Large FP16 191 tok/s 200 tok/s -4% 0.8 GB Ollama community 2026-04-19
🎨 Stable Diffusion Turbo FP16 191 tok/s 200 tok/s -4% 2.5 GB Ollama community 2026-03-16
Wav2Vec2 Base Wav2Vec2 Base FP16 191 tok/s 200 tok/s -4% 0.3 GB Whisper Transcription community 2026-04-03
SmolLM2 360M SmolLM2 360M FP16 188 tok/s 200 tok/s -6% 1.0 GB LM Studio community 2026-05-26
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 185 tok/s 200 tok/s -7% 1.3 GB Xybrid CLI community 2026-01-18
Llama 3.2 1B Llama 3.2 1B FP16 180 tok/s 187 tok/s -4% 3.5 GB Xybrid CLI community 2026-04-03
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 179 tok/s 200 tok/s -10% 2.1 GB LM Studio editorial 2026-03-15
Ternary Bonsai 4B Ternary Bonsai 4B Q2 176 tok/s 200 tok/s -12% 1.1 GB Xybrid CLI editorial 2026-04-22
Whisper Large V3 Whisper Large V3 FP16 161 tok/s 163 tok/s -1% 3.8 GB Xybrid CLI community 2026-04-23
StableLM 2 1.6B StableLM 2 1.6B FP16 156 tok/s 153 tok/s +2% 3.8 GB LM Studio editorial 2026-05-08
🧠 DeepSeek R1 Distill 1.5B FP16 156 tok/s 153 tok/s +2% 3.6 GB Jan community 2026-02-07
🗣️ Dia 1.6B FP16 154 tok/s 153 tok/s +1% 3.6 GB Piper community 2026-05-11
👁️ Moondream 2B FP16 147 tok/s 136 tok/s +8% 4.3 GB Xybrid CLI community 2026-04-20
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 144 tok/s 158 tok/s -9% 3.6 GB Jan community 2026-05-14
SmolLM2 1.7B SmolLM2 1.7B FP16 134 tok/s 148 tok/s -9% 3.8 GB Jan community 2026-04-10
Mistral 7B Mistral 7B Q4 128 tok/s 61 tok/s +110% 4.3 GB LM Studio editorial 2026-02-10
Qwen 3.5 2B Qwen 3.5 2B FP16 128 tok/s 120 tok/s +7% 4.6 GB Xybrid CLI community 2026-02-07
Gemma 4 E2B Gemma 4 E2B FP16 123 tok/s 112 tok/s +10% 5.1 GB Ollama community 2026-04-08
Qwen 2.5 7B Qwen 2.5 7B Q4 120 tok/s 62 tok/s +94% 4.6 GB Ollama community 2026-02-12
Phi-4 Mini Phi-4 Mini Q8 118 tok/s 65 tok/s +82% 4.6 GB LM Studio editorial 2026-02-10
🎨 Stable Diffusion 3.5 Medium FP16 107 tok/s 110 tok/s -3% 5.5 GB Xybrid CLI community 2026-05-15
Qwen 2.5 3B Qwen 2.5 3B FP16 87 tok/s 79 tok/s +10% 7.2 GB Xybrid CLI editorial 2026-02-08
👨‍💻 StarCoder2 3B FP16 80 tok/s 81 tok/s -1% 6.9 GB Ollama community 2026-01-01
👨‍💻 DeepSeek Coder 6.7B Q8 78 tok/s 70 tok/s +11% 7.9 GB Xybrid CLI community 2026-01-03
🎨 SDXL Turbo FP16 77 tok/s 78 tok/s -1% 7.3 GB LM Studio editorial 2026-05-10
Gemma 3 12B Gemma 3 12B Q4 74 tok/s 53 tok/s +40% 7.2 GB LM Studio editorial 2026-03-08
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 73 tok/s 79 tok/s -8% 8.3 GB Jan community 2026-03-27
Llama 3.2 3B Llama 3.2 3B FP16 69 tok/s 76 tok/s -9% 7.5 GB LM Studio editorial 2026-03-16
Phi-4 Mini Phi-4 Mini FP16 69 tok/s 65 tok/s +6% 10.1 GB Ollama editorial 2026-04-06
Gemma 3n E4B Gemma 3n E4B Q8 66 tok/s 69 tok/s -4% 9.5 GB Xybrid CLI community 2026-03-25
Mistral 7B Mistral 7B Q8 66 tok/s 61 tok/s +8% 8.7 GB Xybrid CLI community 2026-02-09
Qwen 3.5 4B Qwen 3.5 4B FP16 65 tok/s 61 tok/s +7% 8.8 GB Xybrid CLI community 2026-05-25
👁️ LLaVA 1.6 7B Q8 65 tok/s 67 tok/s -3% 8.4 GB LM Studio editorial 2026-03-01
Gemma 3n E2B Gemma 3n E2B FP16 64 tok/s 57 tok/s +12% 10.7 GB Jan community 2026-03-24
🧠 DeepSeek R1 Distill 7B Q8 64 tok/s 62 tok/s +3% 8.6 GB Xybrid CLI community 2026-01-03
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 63 tok/s 62 tok/s +2% 10.3 GB Jan community 2026-04-19
Qwen 2.5 7B Qwen 2.5 7B Q8 61 tok/s 62 tok/s -2% 8.6 GB Xybrid CLI community 2026-03-28
🎨 FLUX.1 Schnell Q6 58 tok/s 54 tok/s +7% 10.9 GB Ollama community 2026-05-12
Mistral Nemo 12B Mistral Nemo 12B Q6 57 tok/s 54 tok/s +6% 12.2 GB Xybrid CLI community 2026-01-03
Gemma 3 4B Gemma 3 4B FP16 56 tok/s 57 tok/s -2% 11.1 GB Xybrid CLI editorial 2026-01-19
🧠 Qwen3 8B Q8 56 tok/s 58 tok/s -3% 10.8 GB Xybrid CLI community 2026-05-15
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 56 tok/s 59 tok/s -5% 10.3 GB Xybrid CLI community 2026-01-20
Gemma 4 E4B Gemma 4 E4B FP16 53 tok/s 56 tok/s -5% 10.6 GB Xybrid CLI community 2026-05-15
🧠 DeepSeek R1 Distill 8B Q8 53 tok/s 59 tok/s -10% 9.9 GB Jan community 2026-05-13
Llama 3.1 8B Llama 3.1 8B Q8 52 tok/s 59 tok/s -12% 9.1 GB LM Studio community 2026-03-14
Gemma 4 31B Gemma 4 31B Q2 52 tok/s 48 tok/s +8% 11.1 GB Xybrid CLI community 2026-01-05
Gemma 4 26B A4B Gemma 4 26B A4B Q2 51 tok/s 50 tok/s +2% 11.1 GB LM Studio editorial 2026-04-05
LFM2.5 8B A1B LFM2.5 8B A1B Q8 51 tok/s 57 tok/s -11% 9.9 GB LM Studio editorial 2026-01-06
Gemma 3 12B Gemma 3 12B Q6 49 tok/s 53 tok/s -8% 10.5 GB Xybrid CLI community 2026-02-27
Phi-4 Medium Phi-4 Medium Q6 49 tok/s 47 tok/s +4% 13.8 GB Ollama editorial 2026-03-04
Qwen 3.5 9B Qwen 3.5 9B Q8 47 tok/s 52 tok/s -10% 11.4 GB Jan community 2026-04-08
👨‍💻 Laguna XS.2 Q4 27 tok/s 27 tok/s +0% 21.5 GB LM Studio editorial 2026-05-11
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q4 23 tok/s 25 tok/s -8% 25.6 GB LM Studio editorial 2026-05-23
← All benchmarks