Model Quant Measured Estimated RAM used App Source Date
🔢 Nomic Embed Text FP16 224 tok/s 200 tok/s +12% 0.3 GB LM Studio community 2026-02-10
👁️ SmolVLM 500M FP16 222 tok/s 200 tok/s +11% 1.2 GB Jan community 2026-05-12
🔢 BGE Small FP16 221 tok/s 200 tok/s +11% 0.1 GB Ollama community 2026-02-23
Whisper Tiny Whisper Tiny FP16 221 tok/s 200 tok/s +11% 0.1 GB Xybrid CLI community 2026-04-20
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 220 tok/s 200 tok/s +10% 0.5 GB Xybrid CLI community 2026-03-17
Ternary Bonsai 8B Ternary Bonsai 8B Q2 220 tok/s 200 tok/s +10% 1.8 GB Ollama community 2026-05-11
🔢 GTE Large FP16 220 tok/s 200 tok/s +10% 0.7 GB LM Studio community 2026-02-11
Ternary Bonsai 4B Ternary Bonsai 4B Q2 219 tok/s 200 tok/s +10% 1.0 GB Xybrid CLI community 2026-03-16
SmolLM2 360M SmolLM2 360M FP16 218 tok/s 200 tok/s +9% 1.0 GB Ollama community 2026-03-01
🎨 Stable Diffusion Turbo FP16 214 tok/s 200 tok/s +7% 2.5 GB LM Studio community 2026-01-16
Gemma 3 1B Gemma 3 1B FP16 213 tok/s 200 tok/s +7% 2.4 GB Xybrid CLI community 2026-01-04
Bonsai Image 4B Bonsai Image 4B Q2 212 tok/s 200 tok/s +6% 2.1 GB Jan community 2026-02-09
🔢 all-MiniLM-L6-v2 FP16 209 tok/s 200 tok/s +5% 0.1 GB LM Studio community 2026-05-07
🗣️ OuteTTS 0.3 500M FP16 209 tok/s 200 tok/s +5% 1.2 GB Xybrid CLI community 2026-02-07
🗣️ KittenTTS Mini FP16 209 tok/s 200 tok/s +5% 0.2 GB Piper editorial 2026-05-10
Llama 3.2 1B Llama 3.2 1B FP16 207 tok/s 200 tok/s +4% 3.3 GB Xybrid CLI community 2026-05-25
Whisper Medium Whisper Medium FP16 206 tok/s 200 tok/s +3% 1.7 GB MacWhisper editorial 2026-05-11
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 202 tok/s 200 tok/s +1% 1.4 GB LM Studio community 2026-04-06
🗣️ Kokoro 82M FP16 198 tok/s 200 tok/s -1% 0.4 GB Piper community 2026-02-07
Wav2Vec2 Base Wav2Vec2 Base FP16 197 tok/s 200 tok/s -1% 0.3 GB Xybrid CLI community 2026-05-25
🎙️ Distil-Whisper Large V3 FP16 197 tok/s 200 tok/s -1% 1.9 GB Xybrid CLI community 2026-04-19
TinyLlama 1.1B TinyLlama 1.1B FP16 192 tok/s 200 tok/s -4% 2.7 GB Ollama community 2026-03-14
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 192 tok/s 200 tok/s -4% 2.1 GB Ollama community 2026-03-14
SmolLM2 135M SmolLM2 135M FP16 190 tok/s 200 tok/s -5% 0.3 GB LM Studio community 2026-05-24
🗣️ KittenTTS Nano FP16 190 tok/s 200 tok/s -5% 0.1 GB Xybrid CLI community 2026-03-27
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 187 tok/s 200 tok/s -6% 1.4 GB LM Studio community 2026-05-23
Whisper Small Whisper Small FP16 184 tok/s 200 tok/s -8% 0.6 GB MacWhisper editorial 2026-02-12
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 183 tok/s 200 tok/s -8% 1.4 GB Ollama community 2026-03-17
🗣️ NeuTTS Air FP16 183 tok/s 200 tok/s -8% 1.7 GB Piper editorial 2026-03-17
LFM2.5 1.2B LFM2.5 1.2B FP16 177 tok/s 200 tok/s -11% 2.7 GB LM Studio editorial 2026-02-08
🗣️ Dia 1.6B FP16 175 tok/s 165 tok/s +6% 4.3 GB Xybrid CLI community 2026-01-03
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 168 tok/s 171 tok/s -2% 3.4 GB Ollama community 2026-01-03
🧠 DeepSeek R1 Distill 1.5B FP16 166 tok/s 165 tok/s +1% 3.7 GB Ollama community 2026-01-02
👁️ Moondream 2B FP16 158 tok/s 148 tok/s +7% 4.0 GB LM Studio community 2026-02-26
Whisper Large V3 Whisper Large V3 FP16 156 tok/s 176 tok/s -11% 3.8 GB Xybrid CLI community 2026-02-20
StableLM 2 1.6B StableLM 2 1.6B FP16 155 tok/s 165 tok/s -6% 3.8 GB Ollama community 2026-03-17
SmolLM2 1.7B SmolLM2 1.7B FP16 151 tok/s 161 tok/s -6% 4.3 GB LM Studio editorial 2026-01-28
Qwen 3.5 2B Qwen 3.5 2B FP16 131 tok/s 130 tok/s +1% 4.7 GB Xybrid CLI editorial 2026-04-03
Mistral 7B Mistral 7B Q4 127 tok/s 37 tok/s +243% 4.3 GB LM Studio editorial 2026-03-20
Phi-4 Mini Phi-4 Mini Q8 119 tok/s 70 tok/s +70% 4.6 GB Ollama editorial 2026-03-20
🎨 Stable Diffusion 3.5 Medium FP16 116 tok/s 119 tok/s -3% 5.7 GB Xybrid CLI editorial 2026-02-24
Gemma 4 E2B Gemma 4 E2B FP16 114 tok/s 121 tok/s -6% 5.7 GB Ollama editorial 2026-05-26
Qwen 2.5 3B Qwen 2.5 3B FP16 90 tok/s 85 tok/s +6% 7.6 GB Ollama community 2026-01-18
Llama 3.2 3B Llama 3.2 3B FP16 84 tok/s 83 tok/s +1% 7.5 GB Xybrid CLI editorial 2026-04-03
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 84 tok/s 85 tok/s -1% 6.8 GB Xybrid CLI community 2026-04-03
👨‍💻 StarCoder2 3B FP16 78 tok/s 88 tok/s -11% 7.8 GB LM Studio editorial 2026-05-25
Phi-4 Mini Phi-4 Mini FP16 77 tok/s 70 tok/s +10% 9.6 GB Xybrid CLI community 2026-03-14
🎨 SDXL Turbo FP16 76 tok/s 84 tok/s -10% 8.2 GB Jan community 2026-01-18
Qwen 3.5 4B Qwen 3.5 4B FP16 66 tok/s 67 tok/s -1% 9.1 GB Xybrid CLI editorial 2026-05-10
Gemma 3n E2B Gemma 3n E2B FP16 63 tok/s 61 tok/s +3% 11.3 GB Jan community 2026-04-22
Gemma 4 E4B Gemma 4 E4B FP16 59 tok/s 61 tok/s -3% 9.7 GB LM Studio community 2026-01-03
Gemma 3 4B Gemma 3 4B FP16 58 tok/s 61 tok/s -5% 10.5 GB Xybrid CLI community 2026-01-19
Gemma 3n E4B Gemma 3n E4B FP16 39 tok/s 40 tok/s -2% 16.3 GB Ollama community 2026-04-23
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 39 tok/s 35 tok/s +11% 17.6 GB LM Studio editorial 2026-02-12
👁️ LLaVA 1.6 7B FP16 38 tok/s 38 tok/s +0% 15.6 GB Xybrid CLI community 2026-04-03
Llama 3.1 8B Llama 3.1 8B FP16 37 tok/s 34 tok/s +9% 19.5 GB Ollama community 2026-05-12
👨‍💻 DeepSeek Coder 6.7B FP16 37 tok/s 40 tok/s -7% 17.3 GB Xybrid CLI community 2026-03-25
LFM2.5 8B A1B LFM2.5 8B A1B FP16 36 tok/s 33 tok/s +9% 18.4 GB Xybrid CLI editorial 2026-01-04
🧠 DeepSeek R1 Distill 7B FP16 36 tok/s 35 tok/s +3% 17.2 GB LM Studio editorial 2026-05-11
Qwen 2.5 7B Qwen 2.5 7B FP16 35 tok/s 35 tok/s +0% 18.3 GB Jan community 2026-04-11
Mistral 7B Mistral 7B FP16 34 tok/s 37 tok/s -8% 18.9 GB Jan community 2026-02-20
🧠 DeepSeek R1 Distill 8B FP16 34 tok/s 34 tok/s +0% 20.6 GB LM Studio editorial 2026-03-01
Qwen 3.5 9B Qwen 3.5 9B FP16 31 tok/s 30 tok/s +3% 21.2 GB Jan community 2026-03-13
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 31 tok/s 34 tok/s -9% 19.5 GB LM Studio community 2026-03-20
🧠 Qwen3 8B FP16 29 tok/s 33 tok/s -12% 19.2 GB Jan community 2026-04-08
Gemma 3 12B Gemma 3 12B FP16 24 tok/s 22 tok/s +9% 27.6 GB Xybrid CLI editorial 2026-01-04
Mistral Nemo 12B Mistral Nemo 12B FP16 24 tok/s 22 tok/s +9% 29.4 GB Ollama community 2026-02-20
🎨 FLUX.1 Schnell FP16 23 tok/s 23 tok/s +0% 27.2 GB LM Studio editorial 2026-01-13
Phi-4 Medium Phi-4 Medium FP16 22 tok/s 20 tok/s +10% 29.7 GB Ollama community 2026-04-06
Gemma 4 26B A4B Gemma 4 26B A4B Q8 21 tok/s 20 tok/s +5% 32.2 GB Ollama editorial 2026-02-19
Gemma 4 31B Gemma 4 31B Q8 17 tok/s 17 tok/s +0% 36.9 GB LM Studio editorial 2026-04-05
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q8 17 tok/s 15 tok/s +13% 40.2 GB Ollama community 2026-03-03
👨‍💻 Laguna XS.2 Q8 17 tok/s 16 tok/s +6% 37.1 GB Xybrid CLI community 2026-05-28
Llama 4 Scout Llama 4 Scout Q2 12 tok/s 13 tok/s -8% 50.9 GB Ollama community 2026-04-21
Qwen3 Coder Next Qwen3 Coder Next Q4 12 tok/s 12 tok/s +0% 58.0 GB Jan community 2026-05-28