Model Quant Measured Estimated RAM used App Source Date
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 223 tok/s 200 tok/s +12% 0.4 GB LM Studio editorial 2026-01-04
Whisper Tiny Whisper Tiny FP16 222 tok/s 200 tok/s +11% 0.1 GB Xybrid CLI community 2026-02-21
Ternary Bonsai 4B Ternary Bonsai 4B Q2 221 tok/s 200 tok/s +11% 1.0 GB Ollama community 2026-02-20
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 221 tok/s 200 tok/s +11% 2.0 GB Ollama community 2026-04-05
🗣️ Dia 1.6B FP16 221 tok/s 200 tok/s +11% 4.1 GB Xybrid CLI community 2026-04-20
🎨 Stable Diffusion 3.5 Medium FP16 220 tok/s 200 tok/s +10% 5.2 GB Xybrid CLI editorial 2026-01-02
🔢 BGE Small FP16 219 tok/s 200 tok/s +10% 0.1 GB Xybrid CLI community 2026-03-13
LFM2.5 1.2B LFM2.5 1.2B FP16 218 tok/s 200 tok/s +9% 2.5 GB Ollama community 2026-04-10
🗣️ Kokoro 82M FP16 218 tok/s 200 tok/s +9% 0.4 GB Piper community 2026-05-13
🗣️ OuteTTS 0.3 500M FP16 218 tok/s 200 tok/s +9% 1.2 GB Piper community 2026-02-21
Gemma 4 E2B Gemma 4 E2B FP16 217 tok/s 200 tok/s +9% 5.3 GB Ollama community 2026-01-15
🔢 all-MiniLM-L6-v2 FP16 217 tok/s 200 tok/s +9% 0.1 GB Ollama community 2026-03-28
Qwen 3.5 2B Qwen 3.5 2B FP16 213 tok/s 200 tok/s +7% 4.8 GB Xybrid CLI community 2026-04-19
Llama 3.2 1B Llama 3.2 1B FP16 209 tok/s 200 tok/s +5% 3.2 GB Jan community 2026-03-16
Whisper Medium Whisper Medium FP16 209 tok/s 200 tok/s +5% 1.8 GB Whisper Transcription community 2026-02-07
🎙️ Distil-Whisper Large V3 FP16 206 tok/s 200 tok/s +3% 1.7 GB Xybrid CLI community 2026-02-11
Gemma 3 1B Gemma 3 1B FP16 205 tok/s 200 tok/s +3% 2.8 GB LM Studio editorial 2026-02-24
🧠 DeepSeek R1 Distill 1.5B FP16 204 tok/s 200 tok/s +2% 4.3 GB Jan community 2026-04-21
🗣️ KittenTTS Mini FP16 204 tok/s 200 tok/s +2% 0.2 GB Piper editorial 2026-03-02
Whisper Small Whisper Small FP16 204 tok/s 200 tok/s +2% 0.5 GB Xybrid CLI community 2026-01-04
SmolLM2 1.7B SmolLM2 1.7B FP16 202 tok/s 200 tok/s +1% 4.1 GB Jan community 2026-04-20
👁️ SmolVLM 500M FP16 200 tok/s 200 tok/s +0% 1.3 GB Jan community 2026-04-21
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 198 tok/s 200 tok/s -1% 1.5 GB Jan community 2026-04-20
🗣️ NeuTTS Air FP16 198 tok/s 200 tok/s -1% 1.6 GB Piper community 2026-01-04
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 197 tok/s 200 tok/s -1% 1.3 GB Ollama community 2026-02-09
🔢 Nomic Embed Text FP16 197 tok/s 200 tok/s -1% 0.3 GB Xybrid CLI community 2026-02-23
Bonsai Image 4B Bonsai Image 4B Q2 197 tok/s 200 tok/s -1% 2.1 GB Jan community 2026-05-26
SmolLM2 135M SmolLM2 135M FP16 196 tok/s 200 tok/s -2% 0.3 GB Xybrid CLI community 2026-03-28
TinyLlama 1.1B TinyLlama 1.1B FP16 196 tok/s 200 tok/s -2% 2.7 GB Xybrid CLI editorial 2026-05-16
Whisper Large V3 Whisper Large V3 FP16 194 tok/s 200 tok/s -3% 3.3 GB Xybrid CLI community 2026-01-02
Wav2Vec2 Base Wav2Vec2 Base FP16 189 tok/s 200 tok/s -5% 0.3 GB Whisper Transcription community 2026-01-21
SmolLM2 360M SmolLM2 360M FP16 188 tok/s 200 tok/s -6% 1.1 GB Ollama community 2026-03-17
Ternary Bonsai 8B Ternary Bonsai 8B Q2 185 tok/s 200 tok/s -7% 2.0 GB Jan community 2026-02-21
🔢 GTE Large FP16 185 tok/s 200 tok/s -7% 0.8 GB Jan community 2026-04-09
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 184 tok/s 200 tok/s -8% 1.4 GB Jan community 2026-01-18
StableLM 2 1.6B StableLM 2 1.6B FP16 182 tok/s 200 tok/s -9% 3.9 GB Jan community 2026-05-14
🎨 Stable Diffusion Turbo FP16 181 tok/s 200 tok/s -9% 2.4 GB Jan community 2026-04-07
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 180 tok/s 200 tok/s -10% 4.1 GB Jan community 2026-03-24
👁️ Moondream 2B FP16 180 tok/s 200 tok/s -10% 4.5 GB Jan community 2026-03-24
🗣️ KittenTTS Nano FP16 179 tok/s 200 tok/s -10% 0.1 GB Xybrid CLI community 2026-05-12
👨‍💻 StarCoder2 3B FP16 168 tok/s 151 tok/s +11% 7.4 GB Ollama community 2026-01-15
🎨 SDXL Turbo FP16 141 tok/s 144 tok/s -2% 8.1 GB Xybrid CLI community 2026-01-21
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 136 tok/s 146 tok/s -7% 8.1 GB LM Studio editorial 2026-04-22
Qwen 2.5 3B Qwen 2.5 3B FP16 133 tok/s 146 tok/s -9% 7.3 GB Jan community 2026-04-08
Llama 3.2 3B Llama 3.2 3B FP16 131 tok/s 142 tok/s -8% 8.3 GB LM Studio editorial 2026-05-27
Phi-4 Mini Phi-4 Mini FP16 113 tok/s 120 tok/s -6% 9.9 GB Xybrid CLI community 2026-04-04
Qwen 3.5 4B Qwen 3.5 4B FP16 110 tok/s 114 tok/s -4% 8.9 GB LM Studio community 2026-05-26
Gemma 3 4B Gemma 3 4B FP16 107 tok/s 105 tok/s +2% 10.7 GB Jan community 2026-05-23
Gemma 4 E4B Gemma 4 E4B FP16 107 tok/s 104 tok/s +3% 10.3 GB LM Studio editorial 2026-05-11
Gemma 3n E2B Gemma 3n E2B FP16 93 tok/s 105 tok/s -11% 11.5 GB LM Studio editorial 2026-04-19
Mistral Nemo 12B Mistral Nemo 12B Q8 72 tok/s 73 tok/s -1% 13.7 GB Ollama community 2026-02-09
Gemma 3n E4B Gemma 3n E4B FP16 70 tok/s 68 tok/s +3% 15.8 GB Jan community 2026-03-11
🎨 FLUX.1 Schnell Q8 70 tok/s 74 tok/s -5% 16.1 GB LM Studio editorial 2026-05-23
👨‍💻 DeepSeek Coder 6.7B FP16 69 tok/s 68 tok/s +1% 17.1 GB LM Studio editorial 2026-02-26
👁️ LLaVA 1.6 7B FP16 69 tok/s 65 tok/s +6% 16.4 GB Jan community 2026-03-12
Gemma 3 12B Gemma 3 12B Q8 67 tok/s 72 tok/s -7% 15.1 GB Xybrid CLI community 2026-05-14
Phi-4 Medium Phi-4 Medium Q8 67 tok/s 63 tok/s +6% 19.1 GB Xybrid CLI community 2026-05-28
Mistral 7B Mistral 7B FP16 64 tok/s 64 tok/s +0% 18.8 GB Xybrid CLI editorial 2026-01-19
Qwen 2.5 7B Qwen 2.5 7B FP16 62 tok/s 60 tok/s +3% 19.7 GB LM Studio editorial 2026-03-01
🧠 DeepSeek R1 Distill 8B FP16 62 tok/s 58 tok/s +7% 17.6 GB Xybrid CLI community 2026-01-01
🧠 DeepSeek R1 Distill 7B FP16 61 tok/s 60 tok/s +2% 17.1 GB Ollama community 2026-01-04
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 59 tok/s 58 tok/s +2% 20.8 GB Jan community 2026-05-26
Llama 3.1 8B Llama 3.1 8B FP16 54 tok/s 58 tok/s -7% 20.4 GB LM Studio editorial 2026-01-01
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 54 tok/s 60 tok/s -10% 19.1 GB Xybrid CLI community 2026-05-24
👨‍💻 Laguna XS.2 Q4 54 tok/s 49 tok/s +10% 21.4 GB Ollama community 2026-03-03
LFM2.5 8B A1B LFM2.5 8B A1B FP16 53 tok/s 56 tok/s -5% 17.7 GB Ollama community 2026-05-27
🧠 Qwen3 8B FP16 51 tok/s 56 tok/s -9% 19.7 GB Ollama community 2026-03-17
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q4 48 tok/s 47 tok/s +2% 25.1 GB Jan community 2026-05-27
Qwen 3.5 9B Qwen 3.5 9B FP16 47 tok/s 51 tok/s -8% 23.0 GB Jan community 2026-02-20
Gemma 4 31B Gemma 4 31B Q5 46 tok/s 45 tok/s +2% 26.3 GB LM Studio editorial 2026-03-02
Gemma 4 26B A4B Gemma 4 26B A4B Q6 42 tok/s 45 tok/s -7% 24.9 GB Jan community 2026-01-18
Qwen3 Coder Next Qwen3 Coder Next Q3 27 tok/s 26 tok/s +4% 41.3 GB Ollama community 2026-01-05
Llama 4 Scout Llama 4 Scout Q2 1 tok/s 1 tok/s +0% 45.9 GB Jan community 2026-02-11