Mac Mini M2 Pro 32GB

macOS Ultra tier · Apple M2 Pro · 32 GB RAM · 200 GB/s bandwidth
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BENCHMARK RESULTS (73)
Model Quant Measured Estimated RAM used App Source Date
Ternary Bonsai 4B Ternary Bonsai 4B Q2 222 tok/s 200 tok/s +11% 1.1 GB Ollama community 2026-02-23
Whisper Small Whisper Small FP16 221 tok/s 200 tok/s +11% 0.6 GB Xybrid CLI community 2026-04-17
🗣️ KittenTTS Nano FP16 220 tok/s 200 tok/s +10% 0.1 GB Xybrid CLI community 2026-03-17
Wav2Vec2 Base Wav2Vec2 Base FP16 213 tok/s 200 tok/s +7% 0.3 GB Xybrid CLI community 2026-03-16
SmolLM2 135M SmolLM2 135M FP16 211 tok/s 200 tok/s +6% 0.3 GB Xybrid CLI community 2026-01-05
🔢 GTE Large FP16 209 tok/s 200 tok/s +5% 0.9 GB Ollama editorial 2026-03-04
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 206 tok/s 200 tok/s +3% 0.5 GB Jan community 2026-05-25
🔢 Nomic Embed Text FP16 205 tok/s 200 tok/s +3% 0.3 GB Jan community 2026-02-08
Whisper Tiny Whisper Tiny FP16 204 tok/s 200 tok/s +2% 0.1 GB MacWhisper editorial 2026-05-07
👁️ SmolVLM 500M FP16 200 tok/s 182 tok/s +10% 1.2 GB Xybrid CLI editorial 2026-02-08
🔢 all-MiniLM-L6-v2 FP16 199 tok/s 200 tok/s +0% 0.1 GB Ollama community 2026-02-10
🗣️ OuteTTS 0.3 500M FP16 197 tok/s 200 tok/s -1% 1.1 GB Xybrid CLI community 2026-04-06
🗣️ Kokoro 82M FP16 196 tok/s 200 tok/s -2% 0.4 GB Xybrid CLI community 2026-04-19
🔢 BGE Small FP16 189 tok/s 200 tok/s -5% 0.1 GB Xybrid CLI community 2026-01-21
🗣️ KittenTTS Mini FP16 183 tok/s 200 tok/s -8% 0.2 GB Piper editorial 2026-05-26
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 182 tok/s 172 tok/s +6% 1.3 GB Xybrid CLI community 2026-05-25
SmolLM2 360M SmolLM2 360M FP16 180 tok/s 200 tok/s -10% 1.1 GB Jan community 2026-03-27
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 178 tok/s 167 tok/s +7% 1.4 GB Jan community 2026-03-16
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 175 tok/s 167 tok/s +5% 1.5 GB Jan community 2026-02-08
Whisper Medium Whisper Medium FP16 144 tok/s 133 tok/s +8% 1.8 GB MacWhisper community 2026-03-15
🗣️ NeuTTS Air FP16 130 tok/s 133 tok/s -2% 1.6 GB Piper community 2026-01-05
🎙️ Distil-Whisper Large V3 FP16 120 tok/s 133 tok/s -10% 1.9 GB MacWhisper editorial 2026-05-27
Ternary Bonsai 8B Ternary Bonsai 8B Q2 118 tok/s 125 tok/s -6% 2.0 GB Xybrid CLI community 2026-03-27
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 110 tok/s 111 tok/s -1% 2.0 GB Ollama community 2026-01-01
Bonsai Image 4B Bonsai Image 4B Q2 100 tok/s 111 tok/s -10% 2.2 GB Jan community 2026-02-18
LFM2.5 1.2B LFM2.5 1.2B FP16 94 tok/s 85 tok/s +11% 2.8 GB Xybrid CLI community 2026-03-15
TinyLlama 1.1B TinyLlama 1.1B FP16 91 tok/s 91 tok/s +0% 2.6 GB LM Studio community 2026-01-21
🎨 Stable Diffusion Turbo FP16 91 tok/s 95 tok/s -4% 2.5 GB Xybrid CLI community 2026-01-22
Gemma 3 1B Gemma 3 1B FP16 82 tok/s 91 tok/s -10% 2.5 GB Jan community 2026-04-06
Llama 3.2 1B Llama 3.2 1B FP16 70 tok/s 74 tok/s -5% 3.5 GB LM Studio editorial 2026-05-24
Whisper Large V3 Whisper Large V3 FP16 70 tok/s 65 tok/s +8% 3.3 GB MacWhisper community 2026-04-05
Phi-4 Mini Phi-4 Mini Q5 68 tok/s 26 tok/s +162% 2.9 GB Ollama editorial 2026-03-20
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 68 tok/s 63 tok/s +8% 3.4 GB Xybrid CLI community 2026-02-08
🗣️ Dia 1.6B FP16 61 tok/s 61 tok/s +0% 3.6 GB Xybrid CLI community 2026-03-11
🧠 DeepSeek R1 Distill 1.5B FP16 60 tok/s 61 tok/s -2% 3.5 GB Xybrid CLI community 2026-04-03
StableLM 2 1.6B StableLM 2 1.6B FP16 59 tok/s 61 tok/s -3% 4.0 GB Xybrid CLI community 2026-01-17
👁️ Moondream 2B FP16 59 tok/s 54 tok/s +9% 4.5 GB Ollama community 2026-01-16
SmolLM2 1.7B SmolLM2 1.7B FP16 52 tok/s 59 tok/s -12% 3.8 GB LM Studio editorial 2026-03-14
Qwen 3.5 2B Qwen 3.5 2B FP16 49 tok/s 48 tok/s +2% 5.4 GB LM Studio editorial 2026-02-26
Mistral 7B Mistral 7B Q4 48 tok/s 14 tok/s +243% 4.3 GB LM Studio editorial 2026-03-20
Gemma 4 E2B Gemma 4 E2B FP16 42 tok/s 44 tok/s -5% 5.3 GB Ollama community 2026-04-19
🎨 Stable Diffusion 3.5 Medium FP16 38 tok/s 43 tok/s -12% 5.8 GB Jan community 2026-02-20
🎨 SDXL Turbo FP16 35 tok/s 31 tok/s +13% 7.4 GB Jan community 2026-04-06
Qwen 2.5 3B Qwen 2.5 3B FP16 32 tok/s 31 tok/s +3% 7.2 GB Jan community 2026-03-15
👨‍💻 StarCoder2 3B FP16 31 tok/s 32 tok/s -3% 7.7 GB Jan community 2026-04-18
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 29 tok/s 31 tok/s -6% 6.8 GB Ollama community 2026-05-27
Llama 3.2 3B Llama 3.2 3B FP16 26 tok/s 30 tok/s -13% 8.2 GB Xybrid CLI editorial 2026-04-19
Qwen 3.5 4B Qwen 3.5 4B FP16 26 tok/s 24 tok/s +8% 8.9 GB Ollama community 2026-03-05
Gemma 4 E4B Gemma 4 E4B FP16 24 tok/s 22 tok/s +9% 10.0 GB LM Studio editorial 2026-01-04
Phi-4 Mini Phi-4 Mini FP16 23 tok/s 26 tok/s -12% 8.9 GB LM Studio editorial 2026-02-11
Gemma 3n E2B Gemma 3n E2B FP16 21 tok/s 22 tok/s -5% 9.4 GB Ollama community 2026-05-27
Gemma 3 4B Gemma 3 4B FP16 20 tok/s 22 tok/s -9% 11.0 GB Jan community 2026-02-20
Gemma 3 12B Gemma 3 12B Q8 17 tok/s 15 tok/s +13% 16.1 GB Xybrid CLI community 2026-03-15
Mistral Nemo 12B Mistral Nemo 12B Q8 15 tok/s 16 tok/s -6% 16.5 GB Xybrid CLI editorial 2026-05-25
Phi-4 Medium Phi-4 Medium Q8 15 tok/s 14 tok/s +7% 17.2 GB LM Studio community 2026-05-12
🎨 FLUX.1 Schnell Q8 15 tok/s 16 tok/s -6% 16.2 GB Ollama editorial 2026-04-26
Gemma 3n E4B Gemma 3n E4B FP16 14 tok/s 15 tok/s -7% 14.4 GB LM Studio community 2026-01-03
Qwen 2.5 7B Qwen 2.5 7B FP16 14 tok/s 13 tok/s +8% 17.8 GB Jan community 2026-03-12
👨‍💻 DeepSeek Coder 6.7B FP16 14 tok/s 15 tok/s -7% 16.3 GB Jan community 2026-05-12
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 14 tok/s 13 tok/s +8% 18.6 GB Xybrid CLI community 2026-04-20
👁️ LLaVA 1.6 7B FP16 14 tok/s 14 tok/s +0% 16.5 GB Xybrid CLI community 2026-01-21
🧠 DeepSeek R1 Distill 7B FP16 13 tok/s 13 tok/s +0% 16.5 GB Ollama community 2026-01-03
Mistral 7B Mistral 7B FP16 13 tok/s 14 tok/s -7% 19.0 GB LM Studio editorial 2026-01-02
🧠 Qwen3 8B FP16 13 tok/s 12 tok/s +8% 20.7 GB Ollama community 2026-02-21
Llama 3.1 8B Llama 3.1 8B FP16 12 tok/s 12 tok/s +0% 20.2 GB Ollama editorial 2026-01-01
LFM2.5 8B A1B LFM2.5 8B A1B FP16 12 tok/s 12 tok/s +0% 21.1 GB LM Studio editorial 2026-02-23
Qwen 3.5 9B Qwen 3.5 9B FP16 11 tok/s 11 tok/s +0% 19.9 GB LM Studio community 2026-04-04
🧠 DeepSeek R1 Distill 8B FP16 11 tok/s 12 tok/s -8% 20.1 GB Jan community 2026-02-21
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 11 tok/s 12 tok/s -8% 19.0 GB LM Studio community 2026-02-10
Gemma 4 26B A4B Gemma 4 26B A4B Q6 10 tok/s 10 tok/s +0% 23.0 GB Ollama community 2026-05-27
Gemma 4 31B Gemma 4 31B Q5 9 tok/s 10 tok/s -10% 24.3 GB Jan community 2026-04-06
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q4 9 tok/s 10 tok/s -10% 24.1 GB Ollama community 2026-04-20
👨‍💻 Laguna XS.2 Q5 8 tok/s 9 tok/s -11% 24.6 GB Jan community 2026-05-15
← All benchmarks