Mac Studio M3 Ultra 96GB

macOS Ultra tier · Apple M3 Ultra · 96 GB RAM · 819 GB/s bandwidth
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BENCHMARK RESULTS (73)
Model Quant Measured Estimated RAM used App Source Date
SmolLM2 360M SmolLM2 360M FP16 224 tok/s 200 tok/s +12% 1.1 GB Xybrid CLI community 2026-03-16
🔢 Nomic Embed Text FP16 224 tok/s 200 tok/s +12% 0.3 GB Ollama community 2026-02-22
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 222 tok/s 200 tok/s +11% 0.4 GB Jan community 2026-04-06
🔢 all-MiniLM-L6-v2 FP16 220 tok/s 200 tok/s +10% 0.1 GB Xybrid CLI community 2026-01-02
SmolLM2 135M SmolLM2 135M FP16 214 tok/s 200 tok/s +7% 0.3 GB Ollama community 2026-02-26
🧠 DeepSeek R1 Distill 1.5B FP16 213 tok/s 200 tok/s +7% 4.3 GB Xybrid CLI editorial 2026-01-17
Wav2Vec2 Base Wav2Vec2 Base FP16 207 tok/s 200 tok/s +4% 0.3 GB MacWhisper editorial 2026-01-15
StableLM 2 1.6B StableLM 2 1.6B FP16 205 tok/s 200 tok/s +3% 3.8 GB LM Studio editorial 2026-05-11
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 205 tok/s 200 tok/s +3% 1.4 GB LM Studio editorial 2026-01-14
🗣️ Kokoro 82M FP16 204 tok/s 200 tok/s +2% 0.4 GB Piper editorial 2026-02-26
Bonsai Image 4B Bonsai Image 4B Q2 203 tok/s 200 tok/s +2% 2.2 GB LM Studio community 2026-01-20
Whisper Large V3 Whisper Large V3 FP16 203 tok/s 200 tok/s +2% 3.9 GB Xybrid CLI community 2026-04-23
👁️ SmolVLM 500M FP16 201 tok/s 200 tok/s +1% 1.2 GB Jan community 2026-02-11
🎨 Stable Diffusion Turbo FP16 198 tok/s 200 tok/s -1% 2.6 GB Ollama community 2026-04-23
🗣️ KittenTTS Nano FP16 198 tok/s 200 tok/s -1% 0.1 GB Xybrid CLI community 2026-04-20
Whisper Small Whisper Small FP16 198 tok/s 200 tok/s -1% 0.5 GB Xybrid CLI editorial 2026-04-04
Ternary Bonsai 4B Ternary Bonsai 4B Q2 197 tok/s 200 tok/s -1% 1.1 GB Xybrid CLI editorial 2026-01-19
Llama 3.2 1B Llama 3.2 1B FP16 196 tok/s 200 tok/s -2% 3.0 GB Xybrid CLI community 2026-04-03
🔢 BGE Small FP16 196 tok/s 200 tok/s -2% 0.1 GB Jan community 2026-05-24
🔢 GTE Large FP16 196 tok/s 200 tok/s -2% 0.7 GB Xybrid CLI community 2026-05-08
👁️ Moondream 2B FP16 195 tok/s 200 tok/s -2% 4.1 GB Ollama community 2026-05-27
Whisper Tiny Whisper Tiny FP16 195 tok/s 200 tok/s -2% 0.1 GB Xybrid CLI community 2026-01-21
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 193 tok/s 200 tok/s -4% 1.4 GB Xybrid CLI community 2026-05-14
Whisper Medium Whisper Medium FP16 193 tok/s 200 tok/s -4% 1.8 GB MacWhisper community 2026-04-20
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 191 tok/s 200 tok/s -4% 1.9 GB Jan community 2026-03-25
Qwen 3.5 2B Qwen 3.5 2B FP16 190 tok/s 195 tok/s -3% 5.2 GB Ollama community 2026-03-15
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 189 tok/s 200 tok/s -5% 3.9 GB Xybrid CLI community 2026-05-15
SmolLM2 1.7B SmolLM2 1.7B FP16 188 tok/s 200 tok/s -6% 4.0 GB Jan community 2026-01-17
🗣️ KittenTTS Mini FP16 188 tok/s 200 tok/s -6% 0.2 GB Piper editorial 2026-03-14
TinyLlama 1.1B TinyLlama 1.1B FP16 187 tok/s 200 tok/s -6% 2.3 GB Jan community 2026-02-23
🗣️ OuteTTS 0.3 500M FP16 187 tok/s 200 tok/s -6% 1.1 GB Xybrid CLI community 2026-04-01
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 186 tok/s 200 tok/s -7% 1.4 GB Ollama community 2026-03-13
🎙️ Distil-Whisper Large V3 FP16 183 tok/s 200 tok/s -8% 1.9 GB Xybrid CLI community 2026-02-23
Gemma 3 1B Gemma 3 1B FP16 181 tok/s 200 tok/s -9% 2.8 GB Jan community 2026-03-25
LFM2.5 1.2B LFM2.5 1.2B FP16 180 tok/s 200 tok/s -10% 3.0 GB Jan community 2026-02-21
🎨 Stable Diffusion 3.5 Medium FP16 179 tok/s 178 tok/s +1% 5.0 GB Jan community 2026-03-11
🗣️ Dia 1.6B FP16 177 tok/s 200 tok/s -11% 4.1 GB Piper community 2026-02-23
🗣️ NeuTTS Air FP16 177 tok/s 200 tok/s -11% 1.9 GB Xybrid CLI community 2026-03-25
Ternary Bonsai 8B Ternary Bonsai 8B Q2 176 tok/s 200 tok/s -12% 1.9 GB Xybrid CLI community 2026-05-25
Gemma 4 E2B Gemma 4 E2B FP16 174 tok/s 182 tok/s -4% 5.3 GB Xybrid CLI community 2026-05-16
👨‍💻 StarCoder2 3B FP16 141 tok/s 132 tok/s +7% 6.7 GB Ollama community 2026-04-07
Llama 3.2 3B Llama 3.2 3B FP16 136 tok/s 124 tok/s +10% 7.1 GB Xybrid CLI community 2026-01-02
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 128 tok/s 128 tok/s +0% 7.9 GB Jan community 2026-04-21
Qwen 2.5 3B Qwen 2.5 3B FP16 118 tok/s 128 tok/s -8% 7.6 GB Ollama community 2026-03-18
Phi-4 Mini Phi-4 Mini FP16 117 tok/s 105 tok/s +11% 8.5 GB Ollama community 2026-03-03
🎨 SDXL Turbo FP16 116 tok/s 126 tok/s -8% 7.5 GB LM Studio editorial 2026-02-09
Qwen 3.5 4B Qwen 3.5 4B FP16 106 tok/s 100 tok/s +6% 8.9 GB Xybrid CLI community 2026-01-06
Gemma 4 E4B Gemma 4 E4B FP16 101 tok/s 91 tok/s +11% 10.2 GB Ollama community 2026-04-09
Gemma 3 4B Gemma 3 4B FP16 98 tok/s 92 tok/s +7% 10.3 GB Jan community 2026-03-16
Gemma 3n E2B Gemma 3n E2B FP16 96 tok/s 92 tok/s +4% 10.4 GB LM Studio community 2026-05-07
👨‍💻 DeepSeek Coder 6.7B FP16 64 tok/s 60 tok/s +7% 14.8 GB Xybrid CLI community 2026-05-28
👁️ LLaVA 1.6 7B FP16 62 tok/s 57 tok/s +9% 15.9 GB Xybrid CLI editorial 2026-01-01
Gemma 3n E4B Gemma 3n E4B FP16 59 tok/s 60 tok/s -2% 15.1 GB Xybrid CLI community 2026-05-09
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 57 tok/s 53 tok/s +8% 17.9 GB Ollama editorial 2026-02-19
Qwen 2.5 7B Qwen 2.5 7B FP16 54 tok/s 53 tok/s +2% 17.0 GB LM Studio community 2026-04-07
Llama 3.1 8B Llama 3.1 8B FP16 53 tok/s 51 tok/s +4% 17.1 GB Jan community 2026-04-23
🧠 Qwen3 8B FP16 52 tok/s 49 tok/s +6% 19.3 GB Xybrid CLI community 2026-03-13
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 52 tok/s 51 tok/s +2% 20.3 GB LM Studio editorial 2026-01-21
LFM2.5 8B A1B LFM2.5 8B A1B FP16 51 tok/s 49 tok/s +4% 19.9 GB LM Studio community 2026-05-09
Mistral 7B Mistral 7B FP16 49 tok/s 56 tok/s -12% 17.4 GB LM Studio community 2026-01-05
🧠 DeepSeek R1 Distill 7B FP16 48 tok/s 53 tok/s -9% 17.4 GB LM Studio editorial 2026-02-12
🧠 DeepSeek R1 Distill 8B FP16 47 tok/s 51 tok/s -8% 16.9 GB LM Studio community 2026-01-03
Qwen 3.5 9B Qwen 3.5 9B FP16 44 tok/s 44 tok/s +0% 22.9 GB LM Studio community 2026-03-28
Mistral Nemo 12B Mistral Nemo 12B FP16 36 tok/s 33 tok/s +9% 26.5 GB LM Studio community 2026-02-11
🎨 FLUX.1 Schnell FP16 31 tok/s 34 tok/s -9% 26.8 GB LM Studio community 2026-03-16
Gemma 3 12B Gemma 3 12B FP16 30 tok/s 33 tok/s -9% 30.4 GB Jan community 2026-02-21
Phi-4 Medium Phi-4 Medium FP16 29 tok/s 29 tok/s +0% 31.5 GB Ollama community 2026-02-08
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q8 22 tok/s 22 tok/s +0% 41.7 GB Ollama community 2026-01-02
Gemma 4 26B A4B Gemma 4 26B A4B FP16 15 tok/s 15 tok/s +0% 69.8 GB Jan community 2026-01-02
Qwen3 Coder Next Qwen3 Coder Next Q6 14 tok/s 13 tok/s +8% 74.5 GB Ollama community 2026-02-21
Gemma 4 31B Gemma 4 31B FP16 13 tok/s 13 tok/s +0% 82.2 GB Jan community 2026-04-23
Llama 4 Scout Llama 4 Scout Q4 13 tok/s 13 tok/s +0% 69.2 GB LM Studio community 2026-05-13
👨‍💻 Laguna XS.2 FP16 13 tok/s 12 tok/s +8% 81.1 GB LM Studio community 2026-05-09
← All benchmarks