Model Quant Measured Estimated RAM used App Source Date
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 223 tok/s 200 tok/s +12% 3.8 GB Xybrid CLI community 2026-04-18
🗣️ NeuTTS Air FP16 223 tok/s 200 tok/s +12% 1.6 GB Piper community 2026-03-12
🧠 DeepSeek R1 Distill 1.5B FP16 222 tok/s 200 tok/s +11% 4.1 GB Xybrid CLI community 2026-03-15
Qwen 3.5 2B Qwen 3.5 2B FP16 221 tok/s 200 tok/s +11% 5.2 GB Ollama community 2026-01-14
🔢 GTE Large FP16 221 tok/s 200 tok/s +11% 0.7 GB LM Studio community 2026-02-11
Whisper Tiny Whisper Tiny FP16 219 tok/s 200 tok/s +10% 0.1 GB Whisper Transcription community 2026-04-19
🗣️ KittenTTS Nano FP16 218 tok/s 200 tok/s +9% 0.1 GB Piper community 2026-01-16
Llama 3.2 1B Llama 3.2 1B FP16 217 tok/s 200 tok/s +9% 3.0 GB Xybrid CLI community 2026-01-03
Gemma 4 E2B Gemma 4 E2B FP16 215 tok/s 200 tok/s +8% 5.2 GB Xybrid CLI community 2026-03-14
👁️ SmolVLM 500M FP16 215 tok/s 200 tok/s +8% 1.4 GB Ollama editorial 2026-04-08
🔢 Nomic Embed Text FP16 215 tok/s 200 tok/s +8% 0.3 GB Xybrid CLI community 2026-01-05
🎨 Stable Diffusion 3.5 Medium FP16 215 tok/s 200 tok/s +8% 5.0 GB Ollama community 2026-04-08
🗣️ Kokoro 82M FP16 212 tok/s 200 tok/s +6% 0.4 GB Xybrid CLI community 2026-03-15
Bonsai Image 4B Bonsai Image 4B Q2 210 tok/s 200 tok/s +5% 2.1 GB Jan community 2026-02-08
🔢 BGE Small FP16 209 tok/s 200 tok/s +5% 0.1 GB LM Studio community 2026-01-16
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 208 tok/s 200 tok/s +4% 1.3 GB LM Studio editorial 2026-05-10
Ternary Bonsai 8B Ternary Bonsai 8B Q2 207 tok/s 200 tok/s +4% 1.7 GB LM Studio community 2026-03-03
Whisper Medium Whisper Medium FP16 205 tok/s 200 tok/s +3% 1.7 GB Xybrid CLI editorial 2026-05-11
SmolLM2 360M SmolLM2 360M FP16 203 tok/s 200 tok/s +2% 1.2 GB LM Studio editorial 2026-01-20
🔢 all-MiniLM-L6-v2 FP16 203 tok/s 200 tok/s +2% 0.1 GB Xybrid CLI editorial 2026-04-04
🗣️ KittenTTS Mini FP16 202 tok/s 200 tok/s +1% 0.2 GB Piper community 2026-04-06
👁️ Moondream 2B FP16 201 tok/s 200 tok/s +1% 4.7 GB Xybrid CLI editorial 2026-01-19
SmolLM2 135M SmolLM2 135M FP16 198 tok/s 200 tok/s -1% 0.3 GB Ollama editorial 2026-04-01
🎨 Stable Diffusion Turbo FP16 198 tok/s 200 tok/s -1% 2.3 GB Xybrid CLI editorial 2026-04-06
🗣️ OuteTTS 0.3 500M FP16 194 tok/s 200 tok/s -3% 1.1 GB Piper community 2026-05-27
🎙️ Distil-Whisper Large V3 FP16 194 tok/s 200 tok/s -3% 1.9 GB Xybrid CLI community 2026-04-18
StableLM 2 1.6B StableLM 2 1.6B FP16 192 tok/s 200 tok/s -4% 3.9 GB Ollama community 2026-04-20
Wav2Vec2 Base Wav2Vec2 Base FP16 192 tok/s 200 tok/s -4% 0.3 GB Xybrid CLI community 2026-04-22
Gemma 3 1B Gemma 3 1B FP16 191 tok/s 200 tok/s -4% 2.7 GB Ollama community 2026-04-19
🗣️ Dia 1.6B FP16 191 tok/s 200 tok/s -4% 3.9 GB Piper community 2026-04-19
TinyLlama 1.1B TinyLlama 1.1B FP16 186 tok/s 200 tok/s -7% 2.6 GB LM Studio community 2026-02-10
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 186 tok/s 200 tok/s -7% 0.5 GB LM Studio editorial 2026-05-25
Ternary Bonsai 4B Ternary Bonsai 4B Q2 185 tok/s 200 tok/s -7% 1.1 GB LM Studio editorial 2026-05-24
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 185 tok/s 200 tok/s -7% 2.1 GB LM Studio editorial 2026-02-09
Whisper Small Whisper Small FP16 184 tok/s 200 tok/s -8% 0.6 GB Xybrid CLI editorial 2026-02-12
LFM2.5 1.2B LFM2.5 1.2B FP16 181 tok/s 200 tok/s -9% 2.5 GB Xybrid CLI community 2026-02-01
SmolLM2 1.7B SmolLM2 1.7B FP16 180 tok/s 200 tok/s -10% 4.2 GB Xybrid CLI community 2026-05-24
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 180 tok/s 200 tok/s -10% 1.5 GB Xybrid CLI editorial 2026-04-18
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 177 tok/s 200 tok/s -11% 1.4 GB LM Studio editorial 2026-03-13
Whisper Large V3 Whisper Large V3 FP16 177 tok/s 200 tok/s -11% 3.8 GB Whisper Transcription community 2026-02-19
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 167 tok/s 150 tok/s +11% 7.7 GB Jan community 2026-01-18
👨‍💻 StarCoder2 3B FP16 164 tok/s 155 tok/s +6% 7.3 GB Jan community 2026-04-17
Qwen 2.5 3B Qwen 2.5 3B FP16 152 tok/s 150 tok/s +1% 7.3 GB LM Studio editorial 2026-01-13
🎨 SDXL Turbo FP16 152 tok/s 148 tok/s +3% 7.5 GB LM Studio editorial 2026-04-06
Llama 3.2 3B Llama 3.2 3B FP16 134 tok/s 145 tok/s -8% 8.5 GB Jan community 2026-02-21
Qwen 3.5 4B Qwen 3.5 4B FP16 130 tok/s 117 tok/s +11% 10.2 GB Jan community 2026-02-24
Phi-4 Mini Phi-4 Mini FP16 125 tok/s 123 tok/s +2% 8.9 GB Ollama community 2026-01-04
Mistral 7B Mistral 7B Q8 125 tok/s 117 tok/s +7% 9.8 GB LM Studio community 2026-05-09
🧠 DeepSeek R1 Distill 7B Q8 121 tok/s 119 tok/s +2% 8.9 GB LM Studio community 2026-05-10
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 121 tok/s 119 tok/s +2% 10.4 GB Jan community 2026-01-01
Gemma 3 4B Gemma 3 4B FP16 118 tok/s 108 tok/s +9% 9.6 GB Ollama community 2026-04-07
🧠 Qwen3 8B Q8 118 tok/s 110 tok/s +7% 9.5 GB Ollama community 2026-03-02
Gemma 3n E2B Gemma 3n E2B FP16 114 tok/s 108 tok/s +6% 11.4 GB Jan community 2026-05-24
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 114 tok/s 113 tok/s +1% 9.6 GB Ollama community 2026-01-03
Qwen 2.5 7B Qwen 2.5 7B Q8 113 tok/s 119 tok/s -5% 9.8 GB Ollama community 2026-03-15
Llama 3.1 8B Llama 3.1 8B Q8 113 tok/s 113 tok/s +0% 9.5 GB LM Studio editorial 2026-04-02
LFM2.5 8B A1B LFM2.5 8B A1B Q8 113 tok/s 109 tok/s +4% 9.3 GB Xybrid CLI community 2026-05-26
🧠 DeepSeek R1 Distill 8B Q8 111 tok/s 113 tok/s -2% 10.6 GB Xybrid CLI editorial 2026-02-25
Gemma 4 E4B Gemma 4 E4B FP16 108 tok/s 107 tok/s +1% 10.2 GB Ollama community 2026-02-09
Qwen 3.5 9B Qwen 3.5 9B Q8 97 tok/s 99 tok/s -2% 10.6 GB Ollama community 2026-02-08
Phi-4 Medium Phi-4 Medium Q6 89 tok/s 89 tok/s +0% 13.3 GB Xybrid CLI community 2026-02-24
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q2 85 tok/s 80 tok/s +6% 15.5 GB LM Studio editorial 2026-02-26
Gemma 3 12B Gemma 3 12B Q8 78 tok/s 74 tok/s +5% 13.9 GB Xybrid CLI community 2026-05-27
Mistral Nemo 12B Mistral Nemo 12B Q8 71 tok/s 74 tok/s -4% 14.0 GB Xybrid CLI community 2026-04-06
👨‍💻 DeepSeek Coder 6.7B FP16 70 tok/s 70 tok/s +0% 14.8 GB LM Studio community 2026-04-05
Gemma 4 26B A4B Gemma 4 26B A4B Q3 69 tok/s 77 tok/s -10% 15.3 GB Jan community 2026-03-26
🎨 FLUX.1 Schnell Q8 67 tok/s 76 tok/s -12% 16.0 GB Jan community 2026-03-26
Gemma 3n E4B Gemma 3n E4B FP16 64 tok/s 70 tok/s -9% 15.5 GB LM Studio editorial 2026-03-16
Gemma 4 31B Gemma 4 31B Q3 63 tok/s 71 tok/s -11% 16.9 GB Jan community 2026-02-19
👨‍💻 Laguna XS.2 Q3 62 tok/s 69 tok/s -10% 15.7 GB Xybrid CLI editorial 2026-05-25
👁️ LLaVA 1.6 7B FP16 62 tok/s 67 tok/s -7% 17.9 GB Jan community 2026-02-21