Model Quant Measured Estimated RAM used App Source Date
🔢 Nomic Embed Text FP16 222 tok/s 200 tok/s +11% 0.4 GB LM Studio community 2026-02-12
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 219 tok/s 200 tok/s +10% 1.3 GB Xybrid CLI community 2026-02-07
Whisper Medium Whisper Medium FP16 218 tok/s 200 tok/s +9% 1.9 GB Xybrid CLI community 2026-01-04
🗣️ Kokoro 82M FP16 217 tok/s 200 tok/s +9% 0.4 GB Piper community 2026-03-03
🔢 BGE Small FP16 215 tok/s 200 tok/s +8% 0.1 GB LM Studio editorial 2026-05-11
Whisper Small Whisper Small FP16 214 tok/s 200 tok/s +7% 0.5 GB Xybrid CLI community 2026-05-27
SmolLM2 135M SmolLM2 135M FP16 211 tok/s 200 tok/s +6% 0.3 GB Ollama editorial 2026-03-28
🗣️ KittenTTS Nano FP16 209 tok/s 200 tok/s +5% 0.1 GB Xybrid CLI community 2026-01-01
🔢 all-MiniLM-L6-v2 FP16 207 tok/s 200 tok/s +4% 0.1 GB Xybrid CLI community 2026-05-25
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 205 tok/s 200 tok/s +3% 0.4 GB Ollama community 2026-05-05
Wav2Vec2 Base Wav2Vec2 Base FP16 203 tok/s 200 tok/s +2% 0.3 GB Xybrid CLI community 2026-04-20
🗣️ OuteTTS 0.3 500M FP16 202 tok/s 200 tok/s +1% 1.1 GB Xybrid CLI community 2026-02-06
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 201 tok/s 200 tok/s +1% 2.3 GB Jan community 2026-04-22
Ternary Bonsai 4B Ternary Bonsai 4B Q2 200 tok/s 200 tok/s +0% 1.0 GB Ollama community 2026-01-02
Gemma 3 1B Gemma 3 1B FP16 199 tok/s 182 tok/s +9% 2.4 GB Xybrid CLI community 2026-02-10
Bonsai Image 4B Bonsai Image 4B Q2 199 tok/s 200 tok/s +0% 2.2 GB LM Studio community 2026-02-26
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 197 tok/s 200 tok/s -1% 1.3 GB Xybrid CLI editorial 2026-04-06
🔢 GTE Large FP16 197 tok/s 200 tok/s -1% 0.7 GB Xybrid CLI editorial 2026-03-28
🗣️ NeuTTS Air FP16 196 tok/s 200 tok/s -2% 1.9 GB Piper community 2026-04-22
SmolLM2 360M SmolLM2 360M FP16 187 tok/s 200 tok/s -6% 1.2 GB LM Studio editorial 2026-01-03
LFM2.5 1.2B LFM2.5 1.2B FP16 186 tok/s 171 tok/s +9% 2.7 GB Ollama community 2026-05-12
TinyLlama 1.1B TinyLlama 1.1B FP16 186 tok/s 182 tok/s +2% 2.8 GB Jan community 2026-01-02
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 186 tok/s 200 tok/s -7% 1.5 GB LM Studio editorial 2026-05-24
🎨 Stable Diffusion Turbo FP16 185 tok/s 190 tok/s -3% 2.3 GB Xybrid CLI community 2026-05-08
Ternary Bonsai 8B Ternary Bonsai 8B Q2 182 tok/s 200 tok/s -9% 1.9 GB Jan community 2026-05-14
👁️ SmolVLM 500M FP16 179 tok/s 200 tok/s -10% 1.2 GB Jan community 2026-05-12
🗣️ KittenTTS Mini FP16 177 tok/s 200 tok/s -11% 0.2 GB Piper community 2026-02-23
Whisper Tiny Whisper Tiny FP16 177 tok/s 200 tok/s -11% 0.1 GB Xybrid CLI community 2026-05-14
🎙️ Distil-Whisper Large V3 FP16 177 tok/s 200 tok/s -11% 1.9 GB MacWhisper community 2026-01-16
Llama 3.2 1B Llama 3.2 1B FP16 156 tok/s 148 tok/s +5% 3.5 GB Jan community 2026-05-24
SmolLM2 1.7B SmolLM2 1.7B FP16 127 tok/s 118 tok/s +8% 3.6 GB Ollama community 2026-04-08
🧠 DeepSeek R1 Distill 1.5B FP16 125 tok/s 121 tok/s +3% 3.5 GB LM Studio community 2026-03-03
StableLM 2 1.6B StableLM 2 1.6B FP16 122 tok/s 121 tok/s +1% 3.7 GB LM Studio editorial 2026-05-12
🗣️ Dia 1.6B FP16 121 tok/s 121 tok/s +0% 4.2 GB Xybrid CLI community 2026-04-21
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 117 tok/s 125 tok/s -6% 4.1 GB LM Studio editorial 2026-05-23
👁️ Moondream 2B FP16 117 tok/s 108 tok/s +8% 3.9 GB Ollama community 2026-03-03
Whisper Large V3 Whisper Large V3 FP16 116 tok/s 129 tok/s -10% 3.8 GB MacWhisper community 2026-01-18
Qwen 3.5 2B Qwen 3.5 2B FP16 103 tok/s 95 tok/s +8% 5.1 GB Ollama community 2026-01-15
Gemma 4 E2B Gemma 4 E2B FP16 96 tok/s 89 tok/s +8% 5.0 GB Ollama community 2026-03-28
Mistral 7B Mistral 7B Q4 95 tok/s 27 tok/s +252% 4.3 GB LM Studio editorial 2026-03-15
🎨 Stable Diffusion 3.5 Medium FP16 91 tok/s 87 tok/s +5% 5.4 GB Jan community 2026-03-13
Phi-4 Mini Phi-4 Mini Q8 86 tok/s 51 tok/s +69% 4.6 GB Ollama editorial 2026-03-15
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 69 tok/s 63 tok/s +10% 7.2 GB Xybrid CLI editorial 2026-01-02
Qwen 2.5 3B Qwen 2.5 3B FP16 62 tok/s 63 tok/s -2% 7.0 GB Xybrid CLI community 2026-03-28
👨‍💻 StarCoder2 3B FP16 61 tok/s 65 tok/s -6% 6.6 GB LM Studio community 2026-01-01
Llama 3.2 3B Llama 3.2 3B FP16 57 tok/s 61 tok/s -7% 7.0 GB Xybrid CLI community 2026-03-25
🎨 SDXL Turbo FP16 56 tok/s 62 tok/s -10% 7.3 GB LM Studio editorial 2026-02-10
Qwen 3.5 4B Qwen 3.5 4B FP16 52 tok/s 49 tok/s +6% 9.3 GB LM Studio editorial 2026-01-14
Phi-4 Mini Phi-4 Mini FP16 50 tok/s 51 tok/s -2% 9.4 GB Xybrid CLI community 2026-01-18
Gemma 3n E2B Gemma 3n E2B FP16 44 tok/s 45 tok/s -2% 10.8 GB Jan community 2026-04-20
Gemma 3 4B Gemma 3 4B FP16 44 tok/s 45 tok/s -2% 9.4 GB Ollama community 2026-02-07
Gemma 4 E4B Gemma 4 E4B FP16 40 tok/s 44 tok/s -9% 10.2 GB Jan community 2026-05-16
👨‍💻 DeepSeek Coder 6.7B FP16 32 tok/s 29 tok/s +10% 15.4 GB Xybrid CLI editorial 2026-02-08
🧠 DeepSeek R1 Distill 7B FP16 28 tok/s 26 tok/s +8% 18.6 GB Ollama community 2026-01-14
Gemma 3n E4B Gemma 3n E4B FP16 27 tok/s 29 tok/s -7% 16.6 GB Ollama community 2026-03-18
Qwen 2.5 7B Qwen 2.5 7B FP16 27 tok/s 26 tok/s +4% 19.5 GB Jan community 2026-05-28
Mistral 7B Mistral 7B FP16 27 tok/s 27 tok/s +0% 17.9 GB Jan community 2026-04-20
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 27 tok/s 25 tok/s +8% 20.8 GB Ollama editorial 2026-03-23
🧠 DeepSeek R1 Distill 8B FP16 26 tok/s 25 tok/s +4% 20.4 GB LM Studio editorial 2026-02-23
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 26 tok/s 26 tok/s +0% 17.6 GB Xybrid CLI editorial 2026-05-10
LFM2.5 8B A1B LFM2.5 8B A1B FP16 25 tok/s 24 tok/s +4% 20.4 GB Ollama community 2026-01-01
👁️ LLaVA 1.6 7B FP16 25 tok/s 28 tok/s -11% 18.0 GB Jan community 2026-03-26
Llama 3.1 8B Llama 3.1 8B FP16 23 tok/s 25 tok/s -8% 20.4 GB Xybrid CLI community 2026-03-26
🧠 Qwen3 8B FP16 22 tok/s 24 tok/s -8% 18.7 GB Jan community 2026-05-12
Qwen 3.5 9B Qwen 3.5 9B FP16 21 tok/s 22 tok/s -5% 21.5 GB Jan community 2026-01-17
Gemma 3 12B Gemma 3 12B FP16 17 tok/s 16 tok/s +6% 29.3 GB Ollama community 2026-02-19
🎨 FLUX.1 Schnell FP16 15 tok/s 17 tok/s -12% 27.6 GB LM Studio community 2026-03-12
Mistral Nemo 12B Mistral Nemo 12B FP16 14 tok/s 16 tok/s -12% 28.5 GB LM Studio community 2026-01-06
Gemma 4 26B A4B Gemma 4 26B A4B Q8 13 tok/s 14 tok/s -7% 32.8 GB Ollama community 2026-03-18
Gemma 4 31B Gemma 4 31B Q8 12 tok/s 12 tok/s +0% 36.4 GB LM Studio community 2026-04-04
Phi-4 Medium Phi-4 Medium FP16 12 tok/s 14 tok/s -14% 35.3 GB LM Studio editorial 2026-04-20
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q8 11 tok/s 11 tok/s +0% 47.5 GB LM Studio editorial 2026-03-01
Llama 4 Scout Llama 4 Scout Q2 10 tok/s 10 tok/s +0% 45.5 GB Xybrid CLI community 2026-05-08
👨‍💻 Laguna XS.2 Q8 10 tok/s 11 tok/s -9% 42.8 GB Jan community 2026-02-21
Qwen3 Coder Next Qwen3 Coder Next Q4 10 tok/s 9 tok/s +11% 56.6 GB Ollama community 2026-01-17