Model Quant Measured Estimated RAM used App Source Date
🔢 GTE Large FP16 224 tok/s 200 tok/s +12% 0.7 GB LM Studio community 2026-02-10
Whisper Medium Whisper Medium FP16 224 tok/s 200 tok/s +12% 1.9 GB Whisper Transcription community 2026-03-25
Whisper Large V3 Whisper Large V3 FP16 222 tok/s 200 tok/s +11% 3.5 GB Whisper Transcription editorial 2026-02-09
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 220 tok/s 200 tok/s +10% 1.5 GB Ollama editorial 2026-04-11
TinyLlama 1.1B TinyLlama 1.1B FP16 219 tok/s 200 tok/s +10% 2.7 GB Ollama community 2026-01-16
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 218 tok/s 200 tok/s +9% 0.4 GB Ollama community 2026-04-07
👁️ SmolVLM 500M FP16 218 tok/s 200 tok/s +9% 1.3 GB Xybrid CLI community 2026-03-12
Ternary Bonsai 4B Ternary Bonsai 4B Q2 216 tok/s 200 tok/s +8% 1.0 GB Jan community 2026-04-17
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 215 tok/s 200 tok/s +8% 3.5 GB Ollama community 2026-03-05
🗣️ NeuTTS Air FP16 215 tok/s 200 tok/s +8% 1.6 GB Xybrid CLI community 2026-05-27
🧠 DeepSeek R1 Distill 1.5B FP16 213 tok/s 200 tok/s +7% 3.9 GB LM Studio community 2026-03-13
🔢 all-MiniLM-L6-v2 FP16 212 tok/s 200 tok/s +6% 0.1 GB Ollama community 2026-01-18
🗣️ KittenTTS Mini FP16 212 tok/s 200 tok/s +6% 0.2 GB Xybrid CLI community 2026-05-25
🔢 Nomic Embed Text FP16 209 tok/s 200 tok/s +5% 0.3 GB Xybrid CLI community 2026-05-26
SmolLM2 360M SmolLM2 360M FP16 208 tok/s 200 tok/s +4% 1.0 GB Jan community 2026-02-09
SmolLM2 135M SmolLM2 135M FP16 205 tok/s 200 tok/s +3% 0.3 GB Jan community 2026-03-14
🎨 Stable Diffusion Turbo FP16 205 tok/s 200 tok/s +3% 2.7 GB Jan community 2026-05-24
SmolLM2 1.7B SmolLM2 1.7B FP16 204 tok/s 200 tok/s +2% 4.4 GB LM Studio editorial 2026-02-24
Whisper Tiny Whisper Tiny FP16 204 tok/s 200 tok/s +2% 0.1 GB Whisper Transcription community 2026-02-07
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 203 tok/s 200 tok/s +2% 1.5 GB Jan community 2026-04-20
LFM2.5 1.2B LFM2.5 1.2B FP16 202 tok/s 200 tok/s +1% 2.9 GB Jan community 2026-05-26
StableLM 2 1.6B StableLM 2 1.6B FP16 200 tok/s 200 tok/s +0% 3.6 GB LM Studio community 2026-04-05
Wav2Vec2 Base Wav2Vec2 Base FP16 197 tok/s 200 tok/s -1% 0.3 GB Whisper Transcription community 2026-04-06
🔢 BGE Small FP16 196 tok/s 200 tok/s -2% 0.1 GB Xybrid CLI community 2026-04-06
🗣️ Dia 1.6B FP16 193 tok/s 200 tok/s -4% 3.6 GB Piper community 2026-01-16
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 191 tok/s 200 tok/s -4% 1.3 GB Jan community 2026-03-24
Ternary Bonsai 8B Ternary Bonsai 8B Q2 189 tok/s 200 tok/s -5% 1.8 GB Jan community 2026-05-12
Qwen 3.5 2B Qwen 3.5 2B FP16 189 tok/s 181 tok/s +4% 5.4 GB Xybrid CLI community 2026-01-04
🗣️ OuteTTS 0.3 500M FP16 189 tok/s 200 tok/s -5% 1.1 GB Piper community 2026-01-04
🎙️ Distil-Whisper Large V3 FP16 188 tok/s 200 tok/s -6% 1.6 GB Whisper Transcription community 2026-03-01
Llama 3.2 1B Llama 3.2 1B FP16 186 tok/s 200 tok/s -7% 3.5 GB Jan community 2026-03-28
Bonsai Image 4B Bonsai Image 4B Q2 184 tok/s 200 tok/s -8% 2.2 GB LM Studio editorial 2026-05-24
🗣️ KittenTTS Nano FP16 181 tok/s 200 tok/s -9% 0.1 GB Xybrid CLI community 2026-02-19
Whisper Small Whisper Small FP16 181 tok/s 200 tok/s -9% 0.6 GB Xybrid CLI community 2026-03-13
🗣️ Kokoro 82M FP16 180 tok/s 200 tok/s -10% 0.4 GB Xybrid CLI community 2026-05-16
Gemma 3 1B Gemma 3 1B FP16 179 tok/s 200 tok/s -10% 2.5 GB LM Studio editorial 2026-02-09
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 179 tok/s 200 tok/s -10% 2.0 GB LM Studio editorial 2026-03-15
👁️ Moondream 2B FP16 179 tok/s 200 tok/s -10% 4.7 GB LM Studio editorial 2026-05-26
Gemma 4 E2B Gemma 4 E2B FP16 165 tok/s 169 tok/s -2% 5.4 GB Xybrid CLI community 2026-01-22
🎨 Stable Diffusion 3.5 Medium FP16 146 tok/s 165 tok/s -12% 5.3 GB Ollama community 2026-03-05
Llama 3.2 3B Llama 3.2 3B FP16 128 tok/s 115 tok/s +11% 7.5 GB LM Studio editorial 2026-03-12
👨‍💻 StarCoder2 3B FP16 122 tok/s 123 tok/s -1% 6.7 GB Ollama community 2026-01-01
Qwen 2.5 3B Qwen 2.5 3B FP16 112 tok/s 119 tok/s -6% 7.5 GB Ollama community 2026-03-17
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 112 tok/s 119 tok/s -6% 8.1 GB Jan community 2026-03-01
🎨 SDXL Turbo FP16 112 tok/s 117 tok/s -4% 8.4 GB Xybrid CLI community 2026-04-06
👨‍💻 DeepSeek Coder 6.7B Q8 110 tok/s 106 tok/s +4% 7.6 GB Jan community 2026-04-22
Qwen 3.5 9B Qwen 3.5 9B Q6 108 tok/s 109 tok/s -1% 8.5 GB Xybrid CLI community 2026-01-17
Qwen 3.5 4B Qwen 3.5 4B FP16 103 tok/s 93 tok/s +11% 9.0 GB Xybrid CLI community 2026-01-03
Gemma 3n E4B Gemma 3n E4B Q8 102 tok/s 103 tok/s -1% 8.2 GB Xybrid CLI editorial 2026-03-01
🧠 DeepSeek R1 Distill 7B Q8 100 tok/s 94 tok/s +6% 10.5 GB Xybrid CLI community 2026-02-07
Qwen 2.5 7B Qwen 2.5 7B Q8 99 tok/s 94 tok/s +5% 9.5 GB LM Studio community 2026-05-08
Phi-4 Mini Phi-4 Mini FP16 97 tok/s 97 tok/s +0% 9.2 GB LM Studio community 2026-02-27
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 97 tok/s 89 tok/s +9% 9.1 GB Ollama community 2026-04-10
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 96 tok/s 94 tok/s +2% 10.1 GB Jan community 2026-04-20
LFM2.5 8B A1B LFM2.5 8B A1B Q8 95 tok/s 86 tok/s +10% 9.9 GB Xybrid CLI editorial 2026-01-03
Gemma 3 12B Gemma 3 12B Q5 94 tok/s 93 tok/s +1% 10.2 GB Jan community 2026-04-20
👁️ LLaVA 1.6 7B Q8 94 tok/s 101 tok/s -7% 7.9 GB Xybrid CLI community 2026-03-25
Gemma 3 4B Gemma 3 4B FP16 93 tok/s 85 tok/s +9% 9.6 GB Ollama community 2026-03-04
Mistral Nemo 12B Mistral Nemo 12B Q5 93 tok/s 94 tok/s -1% 10.2 GB Ollama community 2026-04-23
🧠 Qwen3 8B Q8 92 tok/s 87 tok/s +6% 11.2 GB LM Studio editorial 2026-02-25
Llama 3.1 8B Llama 3.1 8B Q8 89 tok/s 89 tok/s +0% 10.5 GB Jan community 2026-05-27
🎨 FLUX.1 Schnell Q5 86 tok/s 95 tok/s -9% 10.2 GB Jan community 2026-02-19
Gemma 4 E4B Gemma 4 E4B FP16 84 tok/s 84 tok/s +0% 11.4 GB LM Studio editorial 2026-01-21
🧠 DeepSeek R1 Distill 8B Q8 84 tok/s 89 tok/s -6% 10.0 GB Ollama community 2026-01-18
Phi-4 Medium Phi-4 Medium Q4 84 tok/s 95 tok/s -12% 9.2 GB Jan community 2026-05-13
Gemma 3n E2B Gemma 3n E2B FP16 83 tok/s 85 tok/s -2% 9.8 GB Xybrid CLI community 2026-05-08
Mistral 7B Mistral 7B Q8 83 tok/s 93 tok/s -11% 9.5 GB LM Studio editorial 2026-03-15
👨‍💻 Laguna XS.2 Q3 60 tok/s 54 tok/s +11% 16.6 GB Ollama community 2026-02-23
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q3 46 tok/s 51 tok/s -10% 18.5 GB LM Studio community 2026-04-21
Gemma 4 31B Gemma 4 31B Q4 42 tok/s 42 tok/s +0% 23.0 GB Jan community 2026-05-25
Gemma 4 26B A4B Gemma 4 26B A4B Q5 40 tok/s 42 tok/s -5% 19.4 GB Jan community 2026-03-25