Model Quant Measured Estimated RAM used App Source Date
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 223 tok/s 200 tok/s +12% 1.4 GB Jan community 2026-02-18
Ternary Bonsai 4B Ternary Bonsai 4B Q2 223 tok/s 200 tok/s +12% 1.0 GB Xybrid CLI community 2026-04-18
🗣️ KittenTTS Mini FP16 222 tok/s 200 tok/s +11% 0.2 GB Xybrid CLI community 2026-01-27
SmolLM2 360M SmolLM2 360M FP16 217 tok/s 200 tok/s +9% 1.0 GB Ollama community 2026-03-28
🔢 BGE Small FP16 214 tok/s 200 tok/s +7% 0.1 GB Ollama community 2026-02-19
Bonsai Image 4B Bonsai Image 4B Q2 212 tok/s 200 tok/s +6% 2.1 GB Jan community 2026-02-09
🔢 GTE Large FP16 211 tok/s 200 tok/s +6% 0.9 GB Xybrid CLI community 2026-01-05
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 207 tok/s 200 tok/s +4% 0.4 GB Jan community 2026-02-09
🎨 Stable Diffusion Turbo FP16 207 tok/s 190 tok/s +9% 2.6 GB Ollama community 2026-01-18
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 201 tok/s 200 tok/s +1% 1.5 GB Jan community 2026-05-28
🗣️ OuteTTS 0.3 500M FP16 201 tok/s 200 tok/s +1% 1.1 GB Piper community 2026-01-02
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 200 tok/s 200 tok/s +0% 1.3 GB Ollama community 2026-01-02
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 200 tok/s 200 tok/s +0% 2.2 GB Jan community 2026-04-18
🎙️ Distil-Whisper Large V3 FP16 199 tok/s 200 tok/s +0% 1.9 GB Xybrid CLI community 2026-04-21
👁️ SmolVLM 500M FP16 197 tok/s 200 tok/s -1% 1.4 GB LM Studio editorial 2026-02-26
Whisper Medium Whisper Medium FP16 196 tok/s 200 tok/s -2% 1.6 GB Xybrid CLI community 2026-04-05
Gemma 3 1B Gemma 3 1B FP16 194 tok/s 182 tok/s +7% 2.4 GB Xybrid CLI community 2026-01-04
LFM2.5 1.2B LFM2.5 1.2B FP16 191 tok/s 171 tok/s +12% 2.5 GB LM Studio community 2026-02-07
Whisper Small Whisper Small FP16 191 tok/s 200 tok/s -4% 0.6 GB MacWhisper community 2026-03-16
Ternary Bonsai 8B Ternary Bonsai 8B Q2 190 tok/s 200 tok/s -5% 1.9 GB Xybrid CLI community 2026-01-21
🗣️ Kokoro 82M FP16 190 tok/s 200 tok/s -5% 0.4 GB Piper community 2026-01-02
🗣️ NeuTTS Air FP16 189 tok/s 200 tok/s -5% 1.8 GB Piper community 2026-04-21
TinyLlama 1.1B TinyLlama 1.1B FP16 183 tok/s 182 tok/s +1% 2.8 GB Jan community 2026-04-19
Wav2Vec2 Base Wav2Vec2 Base FP16 183 tok/s 200 tok/s -8% 0.3 GB MacWhisper editorial 2026-03-17
🔢 all-MiniLM-L6-v2 FP16 180 tok/s 200 tok/s -10% 0.1 GB Jan community 2026-01-18
Whisper Tiny Whisper Tiny FP16 179 tok/s 200 tok/s -10% 0.1 GB Xybrid CLI editorial 2026-05-24
🔢 Nomic Embed Text FP16 178 tok/s 200 tok/s -11% 0.3 GB LM Studio editorial 2026-02-11
🗣️ KittenTTS Nano FP16 178 tok/s 200 tok/s -11% 0.1 GB Xybrid CLI community 2026-02-20
SmolLM2 135M SmolLM2 135M FP16 177 tok/s 200 tok/s -11% 0.3 GB Xybrid CLI editorial 2026-03-17
Llama 3.2 1B Llama 3.2 1B FP16 149 tok/s 148 tok/s +1% 3.4 GB Jan community 2026-04-22
Phi-4 Mini Phi-4 Mini Q5 135 tok/s 51 tok/s +165% 2.9 GB Ollama editorial 2026-03-19
StableLM 2 1.6B StableLM 2 1.6B FP16 132 tok/s 121 tok/s +9% 3.5 GB Xybrid CLI community 2026-02-07
🧠 DeepSeek R1 Distill 1.5B FP16 126 tok/s 121 tok/s +4% 3.8 GB Jan community 2026-02-07
Whisper Large V3 Whisper Large V3 FP16 120 tok/s 129 tok/s -7% 3.9 GB Xybrid CLI community 2026-03-25
SmolLM2 1.7B SmolLM2 1.7B FP16 119 tok/s 118 tok/s +1% 3.7 GB Ollama community 2026-02-09
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 116 tok/s 125 tok/s -7% 4.0 GB LM Studio editorial 2026-05-24
🗣️ Dia 1.6B FP16 108 tok/s 121 tok/s -11% 3.7 GB Piper editorial 2026-02-12
👁️ Moondream 2B FP16 103 tok/s 108 tok/s -5% 4.5 GB Xybrid CLI community 2026-05-13
Mistral 7B Mistral 7B Q4 95 tok/s 27 tok/s +252% 4.3 GB LM Studio editorial 2026-03-19
🎨 Stable Diffusion 3.5 Medium FP16 88 tok/s 87 tok/s +1% 5.9 GB LM Studio editorial 2026-03-28
Qwen 3.5 2B Qwen 3.5 2B FP16 87 tok/s 95 tok/s -8% 5.4 GB Jan community 2026-02-20
Gemma 4 E2B Gemma 4 E2B FP16 81 tok/s 89 tok/s -9% 5.5 GB LM Studio community 2026-04-22
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 70 tok/s 63 tok/s +11% 7.6 GB Ollama community 2026-01-17
Llama 3.2 3B Llama 3.2 3B FP16 66 tok/s 61 tok/s +8% 8.0 GB Ollama community 2026-05-12
Qwen 2.5 3B Qwen 2.5 3B FP16 63 tok/s 63 tok/s +0% 7.2 GB LM Studio editorial 2026-05-11
👨‍💻 StarCoder2 3B FP16 59 tok/s 65 tok/s -9% 7.9 GB LM Studio editorial 2026-05-28
🎨 SDXL Turbo FP16 56 tok/s 62 tok/s -10% 8.3 GB Jan community 2026-02-19
Gemma 3 4B Gemma 3 4B FP16 47 tok/s 45 tok/s +4% 11.4 GB LM Studio editorial 2026-03-02
Phi-4 Mini Phi-4 Mini FP16 47 tok/s 51 tok/s -8% 10.1 GB LM Studio editorial 2026-04-21
Gemma 4 E4B Gemma 4 E4B FP16 46 tok/s 44 tok/s +5% 10.6 GB Jan community 2026-03-14
Qwen 3.5 4B Qwen 3.5 4B FP16 46 tok/s 49 tok/s -6% 10.6 GB Jan community 2026-04-02
Gemma 3n E2B Gemma 3n E2B FP16 42 tok/s 45 tok/s -7% 10.3 GB LM Studio editorial 2026-02-11
Gemma 3n E4B Gemma 3n E4B FP16 32 tok/s 29 tok/s +10% 14.9 GB LM Studio community 2026-02-12
Mistral Nemo 12B Mistral Nemo 12B Q8 32 tok/s 31 tok/s +3% 14.8 GB LM Studio editorial 2026-01-14
👨‍💻 DeepSeek Coder 6.7B FP16 32 tok/s 29 tok/s +10% 16.5 GB Jan community 2026-01-18
🎨 FLUX.1 Schnell Q8 30 tok/s 31 tok/s -3% 13.8 GB Xybrid CLI community 2026-04-06
Gemma 3 12B Gemma 3 12B Q8 29 tok/s 31 tok/s -6% 15.8 GB Ollama community 2026-03-15
🧠 DeepSeek R1 Distill 8B FP16 26 tok/s 25 tok/s +4% 17.1 GB Ollama community 2026-03-04
Phi-4 Medium Phi-4 Medium Q8 26 tok/s 27 tok/s -4% 17.6 GB Xybrid CLI community 2026-01-20
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 26 tok/s 26 tok/s +0% 19.5 GB Jan community 2026-05-26
👁️ LLaVA 1.6 7B FP16 26 tok/s 28 tok/s -7% 17.8 GB Jan community 2026-02-20
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 26 tok/s 25 tok/s +4% 18.6 GB Ollama community 2026-01-05
Llama 3.1 8B Llama 3.1 8B FP16 25 tok/s 25 tok/s +0% 20.7 GB Xybrid CLI editorial 2026-04-02
LFM2.5 8B A1B LFM2.5 8B A1B FP16 25 tok/s 24 tok/s +4% 17.4 GB Jan community 2026-05-25
Mistral 7B Mistral 7B FP16 25 tok/s 27 tok/s -7% 19.0 GB Jan community 2026-02-21
Qwen 2.5 7B Qwen 2.5 7B FP16 24 tok/s 26 tok/s -8% 18.1 GB LM Studio community 2026-02-10
🧠 Qwen3 8B FP16 24 tok/s 24 tok/s +0% 21.1 GB LM Studio editorial 2026-01-20
🧠 DeepSeek R1 Distill 7B FP16 23 tok/s 26 tok/s -12% 18.7 GB Ollama community 2026-02-22
Qwen 3.5 9B Qwen 3.5 9B FP16 22 tok/s 22 tok/s +0% 20.8 GB Ollama community 2026-02-11
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q4 20 tok/s 20 tok/s +0% 24.6 GB Xybrid CLI community 2026-01-19
Gemma 4 26B A4B Gemma 4 26B A4B Q6 19 tok/s 19 tok/s +0% 22.2 GB Xybrid CLI community 2026-05-08
👨‍💻 Laguna XS.2 Q5 19 tok/s 18 tok/s +6% 27.8 GB Jan community 2026-04-22
Gemma 4 31B Gemma 4 31B Q5 18 tok/s 19 tok/s -5% 22.2 GB LM Studio community 2026-03-25