Model Quant Measured Estimated RAM used App Source Date
🔢 GTE Large FP16 220 tok/s 200 tok/s +10% 0.8 GB Xybrid CLI community 2026-04-22
🗣️ Kokoro 82M FP16 220 tok/s 200 tok/s +10% 0.4 GB Piper community 2026-01-17
Ternary Bonsai 4B Ternary Bonsai 4B Q2 216 tok/s 200 tok/s +8% 0.9 GB Xybrid CLI community 2026-02-08
🗣️ KittenTTS Nano FP16 216 tok/s 200 tok/s +8% 0.1 GB Piper community 2026-03-21
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 213 tok/s 200 tok/s +7% 1.3 GB LM Studio community 2026-03-04
🔢 all-MiniLM-L6-v2 FP16 208 tok/s 200 tok/s +4% 0.1 GB LM Studio community 2026-03-04
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 203 tok/s 200 tok/s +2% 1.5 GB LM Studio editorial 2026-01-20
🗣️ KittenTTS Mini FP16 202 tok/s 200 tok/s +1% 0.2 GB Piper community 2026-02-25
🎙️ Distil-Whisper Large V3 FP16 200 tok/s 200 tok/s +0% 1.8 GB MacWhisper community 2026-02-27
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 199 tok/s 200 tok/s +0% 1.3 GB Xybrid CLI editorial 2026-03-01
SmolLM2 135M SmolLM2 135M FP16 195 tok/s 200 tok/s -2% 0.3 GB Xybrid CLI community 2026-05-08
Whisper Tiny Whisper Tiny FP16 193 tok/s 200 tok/s -4% 0.1 GB MacWhisper community 2026-03-17
🗣️ NeuTTS Air FP16 191 tok/s 200 tok/s -4% 1.8 GB Xybrid CLI community 2026-01-19
🔢 Nomic Embed Text FP16 190 tok/s 200 tok/s -5% 0.3 GB Xybrid CLI community 2026-05-15
👁️ SmolVLM 500M FP16 188 tok/s 200 tok/s -6% 1.4 GB Jan community 2026-03-01
Wav2Vec2 Base Wav2Vec2 Base FP16 187 tok/s 200 tok/s -6% 0.3 GB Xybrid CLI community 2026-05-16
🔢 BGE Small FP16 183 tok/s 200 tok/s -8% 0.1 GB LM Studio editorial 2026-01-01
🗣️ OuteTTS 0.3 500M FP16 183 tok/s 200 tok/s -8% 1.1 GB Piper editorial 2026-03-14
SmolLM2 360M SmolLM2 360M FP16 182 tok/s 200 tok/s -9% 1.0 GB LM Studio editorial 2026-03-16
Whisper Medium Whisper Medium FP16 181 tok/s 200 tok/s -9% 1.7 GB Xybrid CLI community 2026-04-10
Whisper Small Whisper Small FP16 180 tok/s 200 tok/s -10% 0.6 GB Xybrid CLI community 2026-04-09
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 177 tok/s 200 tok/s -11% 0.5 GB Jan community 2026-02-20
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 173 tok/s 167 tok/s +4% 1.9 GB LM Studio community 2026-02-23
Ternary Bonsai 8B Ternary Bonsai 8B Q2 167 tok/s 188 tok/s -11% 1.8 GB LM Studio editorial 2026-02-08
Bonsai Image 4B Bonsai Image 4B Q2 155 tok/s 167 tok/s -7% 2.1 GB LM Studio community 2026-02-10
Gemma 3 1B Gemma 3 1B FP16 143 tok/s 136 tok/s +5% 2.5 GB Jan community 2026-02-08
🎨 Stable Diffusion Turbo FP16 141 tok/s 143 tok/s -1% 2.2 GB Ollama community 2026-02-09
LFM2.5 1.2B LFM2.5 1.2B FP16 135 tok/s 128 tok/s +5% 2.5 GB LM Studio community 2026-02-24
TinyLlama 1.1B TinyLlama 1.1B FP16 134 tok/s 136 tok/s -1% 2.4 GB Ollama community 2026-01-03
Llama 3.2 1B Llama 3.2 1B FP16 110 tok/s 111 tok/s -1% 3.4 GB Xybrid CLI editorial 2026-01-17
🗣️ Dia 1.6B FP16 100 tok/s 91 tok/s +10% 3.6 GB Piper community 2026-04-10
StableLM 2 1.6B StableLM 2 1.6B FP16 97 tok/s 91 tok/s +7% 3.8 GB Xybrid CLI community 2026-03-13
Whisper Large V3 Whisper Large V3 FP16 93 tok/s 97 tok/s -4% 3.4 GB MacWhisper community 2026-01-04
SmolLM2 1.7B SmolLM2 1.7B FP16 91 tok/s 88 tok/s +3% 3.9 GB LM Studio editorial 2026-01-15
🧠 DeepSeek R1 Distill 1.5B FP16 89 tok/s 91 tok/s -2% 4.1 GB Jan community 2026-04-19
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 89 tok/s 94 tok/s -5% 4.1 GB Xybrid CLI community 2026-04-05
Qwen 3.5 2B Qwen 3.5 2B FP16 78 tok/s 71 tok/s +10% 5.0 GB Xybrid CLI community 2026-04-19
👁️ Moondream 2B FP16 72 tok/s 81 tok/s -11% 4.1 GB LM Studio editorial 2026-02-09
🎨 Stable Diffusion 3.5 Medium FP16 67 tok/s 65 tok/s +3% 4.9 GB Xybrid CLI community 2026-05-25
Gemma 4 E2B Gemma 4 E2B FP16 61 tok/s 67 tok/s -9% 5.8 GB Jan community 2026-03-26
Qwen 2.5 3B Qwen 2.5 3B FP16 52 tok/s 47 tok/s +11% 7.0 GB Jan community 2026-05-12
🎨 SDXL Turbo FP16 51 tok/s 46 tok/s +11% 8.0 GB Xybrid CLI community 2026-03-17
👨‍💻 StarCoder2 3B FP16 49 tok/s 48 tok/s +2% 6.8 GB LM Studio community 2026-04-06
Llama 3.2 3B Llama 3.2 3B FP16 48 tok/s 45 tok/s +7% 8.5 GB Ollama editorial 2026-03-28
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 43 tok/s 47 tok/s -9% 7.6 GB Jan community 2026-05-12
Phi-4 Mini Phi-4 Mini FP16 41 tok/s 38 tok/s +8% 9.4 GB Ollama community 2026-01-17
Qwen 3.5 4B Qwen 3.5 4B FP16 40 tok/s 37 tok/s +8% 10.0 GB Xybrid CLI community 2026-03-16
Gemma 4 E4B Gemma 4 E4B FP16 36 tok/s 33 tok/s +9% 11.3 GB Ollama community 2026-01-15
Gemma 3n E2B Gemma 3n E2B FP16 33 tok/s 34 tok/s -3% 10.6 GB Xybrid CLI community 2026-05-14
Gemma 3 4B Gemma 3 4B FP16 30 tok/s 34 tok/s -12% 10.2 GB LM Studio editorial 2026-01-05
Qwen 3.5 9B Qwen 3.5 9B Q8 30 tok/s 31 tok/s -3% 12.0 GB Jan community 2026-04-18
🎨 FLUX.1 Schnell Q8 26 tok/s 24 tok/s +8% 13.8 GB Ollama community 2026-03-01
Gemma 3n E4B Gemma 3n E4B FP16 24 tok/s 22 tok/s +9% 17.7 GB Ollama editorial 2026-05-11
Gemma 3 12B Gemma 3 12B Q8 23 tok/s 23 tok/s +0% 16.6 GB Xybrid CLI editorial 2026-01-19
👨‍💻 Laguna XS.2 Q3 23 tok/s 21 tok/s +10% 16.6 GB Xybrid CLI community 2026-05-23
Gemma 4 31B Gemma 4 31B Q3 22 tok/s 22 tok/s +0% 14.5 GB Ollama community 2026-01-01
Gemma 4 26B A4B Gemma 4 26B A4B Q4 21 tok/s 19 tok/s +11% 17.2 GB Ollama community 2026-03-01
🧠 DeepSeek R1 Distill 7B FP16 21 tok/s 19 tok/s +11% 16.7 GB Ollama community 2026-03-05
🧠 DeepSeek R1 Distill 8B FP16 21 tok/s 19 tok/s +11% 18.2 GB Xybrid CLI editorial 2026-01-03
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 21 tok/s 19 tok/s +11% 19.9 GB Ollama community 2026-01-17
Qwen 2.5 7B Qwen 2.5 7B FP16 20 tok/s 19 tok/s +5% 16.3 GB Ollama community 2026-03-01
Llama 3.1 8B Llama 3.1 8B FP16 20 tok/s 19 tok/s +5% 17.1 GB Ollama community 2026-02-26
Mistral Nemo 12B Mistral Nemo 12B Q8 20 tok/s 23 tok/s -13% 14.3 GB Ollama community 2026-04-11
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q3 20 tok/s 20 tok/s +0% 16.4 GB LM Studio community 2026-05-12
LFM2.5 8B A1B LFM2.5 8B A1B FP16 20 tok/s 18 tok/s +11% 20.7 GB Xybrid CLI editorial 2026-03-16
Mistral 7B Mistral 7B FP16 20 tok/s 20 tok/s +0% 17.8 GB LM Studio community 2026-02-25
🧠 Qwen3 8B FP16 20 tok/s 18 tok/s +11% 18.7 GB Xybrid CLI editorial 2026-02-07
👨‍💻 DeepSeek Coder 6.7B FP16 20 tok/s 22 tok/s -9% 17.3 GB LM Studio editorial 2026-04-20
👁️ LLaVA 1.6 7B FP16 20 tok/s 21 tok/s -5% 15.2 GB LM Studio community 2026-01-01
Phi-4 Medium Phi-4 Medium Q8 18 tok/s 20 tok/s -10% 17.3 GB LM Studio community 2026-03-13
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 18 tok/s 19 tok/s -5% 19.1 GB Xybrid CLI community 2026-02-23