Model Quant Measured Estimated RAM used App Source Date
🗣️ KittenTTS Nano FP16 224 tok/s 200 tok/s +12% 0.1 GB Piper community 2026-03-04
SmolLM2 135M SmolLM2 135M FP16 223 tok/s 200 tok/s +12% 0.3 GB Ollama community 2026-02-21
Whisper Small Whisper Small FP16 219 tok/s 200 tok/s +10% 0.5 GB MacWhisper community 2026-04-07
🗣️ NeuTTS Air FP16 217 tok/s 200 tok/s +9% 1.8 GB Xybrid CLI community 2026-04-21
TinyLlama 1.1B TinyLlama 1.1B FP16 216 tok/s 200 tok/s +8% 2.6 GB Jan community 2026-04-17
Bonsai Image 4B Bonsai Image 4B Q2 216 tok/s 200 tok/s +8% 2.0 GB Xybrid CLI community 2026-01-02
🗣️ Kokoro 82M FP16 216 tok/s 200 tok/s +8% 0.4 GB Xybrid CLI community 2026-01-05
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 214 tok/s 200 tok/s +7% 1.4 GB Xybrid CLI community 2026-03-13
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 213 tok/s 200 tok/s +7% 1.5 GB Xybrid CLI community 2026-02-07
🔢 all-MiniLM-L6-v2 FP16 211 tok/s 200 tok/s +6% 0.1 GB LM Studio community 2026-03-02
🔢 BGE Small FP16 210 tok/s 200 tok/s +5% 0.1 GB LM Studio community 2026-03-02
Whisper Medium Whisper Medium FP16 208 tok/s 200 tok/s +4% 1.8 GB Xybrid CLI community 2026-03-13
🔢 Nomic Embed Text FP16 204 tok/s 200 tok/s +2% 0.3 GB Ollama community 2026-01-04
Llama 3.2 1B Llama 3.2 1B FP16 201 tok/s 200 tok/s +1% 3.4 GB LM Studio editorial 2026-02-22
Whisper Tiny Whisper Tiny FP16 201 tok/s 200 tok/s +1% 0.1 GB Xybrid CLI editorial 2026-04-02
LFM2.5 1.2B LFM2.5 1.2B FP16 200 tok/s 200 tok/s +0% 2.6 GB Ollama community 2026-01-05
🎙️ Distil-Whisper Large V3 FP16 195 tok/s 200 tok/s -2% 1.6 GB MacWhisper community 2026-05-27
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 194 tok/s 200 tok/s -3% 1.9 GB Ollama community 2026-02-07
🎨 Stable Diffusion Turbo FP16 194 tok/s 200 tok/s -3% 2.2 GB Ollama community 2026-01-04
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 192 tok/s 200 tok/s -4% 0.5 GB Ollama community 2026-04-20
👁️ SmolVLM 500M FP16 191 tok/s 200 tok/s -4% 1.4 GB Xybrid CLI community 2026-04-05
🗣️ OuteTTS 0.3 500M FP16 190 tok/s 200 tok/s -5% 1.3 GB Xybrid CLI community 2026-03-27
SmolLM2 360M SmolLM2 360M FP16 187 tok/s 200 tok/s -6% 1.1 GB Jan community 2026-02-23
Gemma 3 1B Gemma 3 1B FP16 184 tok/s 200 tok/s -8% 2.7 GB Jan community 2026-02-18
Wav2Vec2 Base Wav2Vec2 Base FP16 184 tok/s 200 tok/s -8% 0.3 GB MacWhisper editorial 2026-05-24
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 183 tok/s 200 tok/s -8% 1.4 GB Jan community 2026-05-12
🗣️ KittenTTS Mini FP16 181 tok/s 200 tok/s -9% 0.2 GB Xybrid CLI community 2026-04-10
🔢 GTE Large FP16 180 tok/s 200 tok/s -10% 0.8 GB Jan community 2026-05-12
Ternary Bonsai 4B Ternary Bonsai 4B Q2 179 tok/s 200 tok/s -10% 1.0 GB Ollama community 2026-01-17
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 179 tok/s 171 tok/s +5% 3.4 GB Jan community 2026-05-24
Ternary Bonsai 8B Ternary Bonsai 8B Q2 177 tok/s 200 tok/s -11% 1.9 GB Ollama community 2026-02-22
Whisper Large V3 Whisper Large V3 FP16 175 tok/s 176 tok/s -1% 3.5 GB MacWhisper community 2026-02-10
🧠 DeepSeek R1 Distill 1.5B FP16 171 tok/s 165 tok/s +4% 3.8 GB LM Studio editorial 2026-05-12
SmolLM2 1.7B SmolLM2 1.7B FP16 170 tok/s 161 tok/s +6% 4.4 GB Xybrid CLI community 2026-01-03
StableLM 2 1.6B StableLM 2 1.6B FP16 168 tok/s 165 tok/s +2% 3.8 GB Ollama community 2026-01-04
🗣️ Dia 1.6B FP16 168 tok/s 165 tok/s +2% 4.3 GB Piper editorial 2026-01-21
👁️ Moondream 2B FP16 157 tok/s 148 tok/s +6% 4.6 GB Xybrid CLI community 2026-05-26
Gemma 4 E2B Gemma 4 E2B FP16 132 tok/s 121 tok/s +9% 4.8 GB LM Studio community 2026-02-10
Qwen 3.5 2B Qwen 3.5 2B FP16 122 tok/s 130 tok/s -6% 5.0 GB Xybrid CLI community 2026-05-14
🎨 Stable Diffusion 3.5 Medium FP16 119 tok/s 119 tok/s +0% 5.2 GB Xybrid CLI editorial 2026-05-08
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 95 tok/s 85 tok/s +12% 7.7 GB Xybrid CLI community 2026-04-21
Llama 3.2 3B Llama 3.2 3B FP16 86 tok/s 83 tok/s +4% 8.4 GB LM Studio editorial 2026-02-23
👨‍💻 StarCoder2 3B FP16 84 tok/s 88 tok/s -5% 6.7 GB Xybrid CLI community 2026-04-03
Phi-4 Mini Phi-4 Mini FP16 78 tok/s 70 tok/s +11% 9.4 GB Jan community 2026-02-19
Qwen 2.5 3B Qwen 2.5 3B FP16 76 tok/s 85 tok/s -11% 7.2 GB Jan community 2026-05-12
🎨 SDXL Turbo FP16 76 tok/s 84 tok/s -10% 8.0 GB Xybrid CLI community 2026-04-18
Gemma 4 E4B Gemma 4 E4B FP16 66 tok/s 61 tok/s +8% 9.6 GB Xybrid CLI community 2026-05-28
Gemma 3 4B Gemma 3 4B FP16 62 tok/s 61 tok/s +2% 10.1 GB LM Studio editorial 2026-05-12
Qwen 3.5 4B Qwen 3.5 4B FP16 61 tok/s 67 tok/s -9% 9.3 GB Jan community 2026-05-13
Gemma 3n E2B Gemma 3n E2B FP16 56 tok/s 61 tok/s -8% 11.5 GB LM Studio editorial 2026-01-01
Gemma 3n E4B Gemma 3n E4B FP16 44 tok/s 40 tok/s +10% 16.3 GB Xybrid CLI community 2026-03-14
🧠 DeepSeek R1 Distill 7B FP16 39 tok/s 35 tok/s +11% 18.5 GB Xybrid CLI community 2026-04-20
👨‍💻 DeepSeek Coder 6.7B FP16 37 tok/s 40 tok/s -7% 16.7 GB LM Studio community 2026-03-22
Llama 3.1 8B Llama 3.1 8B FP16 36 tok/s 34 tok/s +6% 17.2 GB LM Studio community 2026-02-24
Mistral 7B Mistral 7B FP16 36 tok/s 37 tok/s -3% 16.0 GB Ollama community 2026-01-04
Qwen 2.5 7B Qwen 2.5 7B FP16 35 tok/s 35 tok/s +0% 19.2 GB LM Studio community 2026-01-20
👁️ LLaVA 1.6 7B FP16 35 tok/s 38 tok/s -8% 18.1 GB LM Studio editorial 2026-01-03
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 35 tok/s 34 tok/s +3% 20.8 GB Jan community 2026-04-20
🧠 DeepSeek R1 Distill 8B FP16 34 tok/s 34 tok/s +0% 18.0 GB LM Studio editorial 2026-05-10
LFM2.5 8B A1B LFM2.5 8B A1B FP16 33 tok/s 33 tok/s +0% 18.0 GB Ollama community 2026-02-11
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 32 tok/s 35 tok/s -9% 19.1 GB Xybrid CLI community 2026-04-19
🧠 Qwen3 8B FP16 30 tok/s 33 tok/s -9% 21.5 GB Jan community 2026-02-23
Qwen 3.5 9B Qwen 3.5 9B FP16 28 tok/s 30 tok/s -7% 23.6 GB Jan community 2026-04-02
🎨 FLUX.1 Schnell FP16 24 tok/s 23 tok/s +4% 30.4 GB LM Studio editorial 2026-03-02
Mistral Nemo 12B Mistral Nemo 12B FP16 23 tok/s 22 tok/s +5% 28.0 GB Jan community 2026-03-12
👨‍💻 Laguna XS.2 Q6 23 tok/s 22 tok/s +5% 28.0 GB Jan community 2026-03-12
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q6 22 tok/s 20 tok/s +10% 28.7 GB Xybrid CLI community 2026-05-28
Gemma 3 12B Gemma 3 12B FP16 21 tok/s 22 tok/s -5% 26.5 GB Jan community 2026-01-14
Phi-4 Medium Phi-4 Medium FP16 21 tok/s 20 tok/s +5% 29.5 GB Xybrid CLI community 2026-02-08
Gemma 4 26B A4B Gemma 4 26B A4B Q8 19 tok/s 20 tok/s -5% 33.6 GB Xybrid CLI community 2026-05-13
Qwen3 Coder Next Qwen3 Coder Next Q2 18 tok/s 20 tok/s -10% 31.4 GB Jan community 2026-05-12
Gemma 4 31B Gemma 4 31B Q8 15 tok/s 17 tok/s -12% 40.8 GB LM Studio community 2026-04-22