Model Quant Measured Estimated RAM used App Source Date
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 222 tok/s 200 tok/s +11% 1.5 GB Xybrid CLI community 2026-03-15
🎙️ Distil-Whisper Large V3 FP16 221 tok/s 200 tok/s +11% 1.7 GB Whisper Transcription community 2026-04-05
Gemma 3 4B Gemma 3 4B FP16 218 tok/s 200 tok/s +9% 10.8 GB Ollama community 2026-01-18
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 218 tok/s 200 tok/s +9% 1.4 GB Ollama community 2026-02-19
🗣️ KittenTTS Nano FP16 218 tok/s 200 tok/s +9% 0.1 GB Xybrid CLI community 2026-04-21
StableLM 2 1.6B StableLM 2 1.6B FP16 215 tok/s 200 tok/s +8% 3.8 GB Xybrid CLI community 2026-04-19
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 212 tok/s 200 tok/s +6% 2.1 GB Jan community 2026-03-15
👁️ SmolVLM 500M FP16 212 tok/s 200 tok/s +6% 1.3 GB LM Studio editorial 2026-05-09
Bonsai Image 4B Bonsai Image 4B Q2 211 tok/s 200 tok/s +6% 2.1 GB LM Studio community 2026-01-14
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 209 tok/s 200 tok/s +5% 0.4 GB LM Studio editorial 2026-01-16
🗣️ Dia 1.6B FP16 208 tok/s 200 tok/s +4% 3.7 GB Xybrid CLI community 2026-02-09
Whisper Large V3 Whisper Large V3 FP16 208 tok/s 200 tok/s +4% 3.3 GB Xybrid CLI community 2026-02-23
Phi-4 Mini Phi-4 Mini FP16 207 tok/s 200 tok/s +4% 9.0 GB LM Studio editorial 2026-04-06
👁️ Moondream 2B FP16 207 tok/s 200 tok/s +4% 4.7 GB Xybrid CLI community 2026-01-03
SmolLM2 135M SmolLM2 135M FP16 205 tok/s 200 tok/s +3% 0.3 GB Jan community 2026-05-24
Qwen 3.5 4B Qwen 3.5 4B FP16 205 tok/s 200 tok/s +3% 8.9 GB LM Studio community 2026-05-02
🎨 SDXL Turbo FP16 203 tok/s 200 tok/s +2% 7.4 GB Jan community 2026-03-13
Whisper Small Whisper Small FP16 203 tok/s 200 tok/s +2% 0.5 GB Whisper Transcription community 2026-03-13
Qwen 2.5 3B Qwen 2.5 3B FP16 202 tok/s 200 tok/s +1% 7.0 GB Jan community 2026-05-06
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 201 tok/s 200 tok/s +1% 1.5 GB Xybrid CLI community 2026-02-25
🧠 DeepSeek R1 Distill 1.5B FP16 200 tok/s 200 tok/s +0% 3.6 GB LM Studio community 2026-05-10
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 200 tok/s 200 tok/s +0% 8.1 GB LM Studio editorial 2026-02-27
LFM2.5 1.2B LFM2.5 1.2B FP16 198 tok/s 200 tok/s -1% 2.8 GB Xybrid CLI community 2026-02-23
Whisper Medium Whisper Medium FP16 198 tok/s 200 tok/s -1% 1.9 GB Xybrid CLI editorial 2026-02-26
SmolLM2 1.7B SmolLM2 1.7B FP16 197 tok/s 200 tok/s -1% 4.1 GB Jan community 2026-04-20
🎨 Stable Diffusion Turbo FP16 196 tok/s 200 tok/s -2% 2.2 GB Ollama community 2026-01-03
Llama 3.2 3B Llama 3.2 3B FP16 195 tok/s 200 tok/s -2% 8.2 GB Xybrid CLI community 2026-02-24
Ternary Bonsai 4B Ternary Bonsai 4B Q2 195 tok/s 200 tok/s -2% 1.1 GB Jan community 2026-04-18
Ternary Bonsai 8B Ternary Bonsai 8B Q2 193 tok/s 200 tok/s -4% 2.0 GB Ollama community 2026-04-23
🗣️ OuteTTS 0.3 500M FP16 192 tok/s 200 tok/s -4% 1.2 GB Piper community 2026-03-13
Gemma 3 1B Gemma 3 1B FP16 190 tok/s 200 tok/s -5% 2.8 GB LM Studio editorial 2026-01-02
🗣️ Kokoro 82M FP16 190 tok/s 200 tok/s -5% 0.4 GB Piper community 2026-04-21
🗣️ KittenTTS Mini FP16 190 tok/s 200 tok/s -5% 0.2 GB Xybrid CLI community 2026-05-13
Whisper Tiny Whisper Tiny FP16 188 tok/s 200 tok/s -6% 0.1 GB Whisper Transcription community 2026-04-04
Gemma 4 E2B Gemma 4 E2B FP16 187 tok/s 200 tok/s -6% 4.8 GB Jan community 2026-02-23
Gemma 3n E2B Gemma 3n E2B FP16 186 tok/s 200 tok/s -7% 10.6 GB Jan community 2026-05-16
👨‍💻 StarCoder2 3B FP16 186 tok/s 200 tok/s -7% 8.1 GB Jan community 2026-04-03
🎨 Stable Diffusion 3.5 Medium FP16 186 tok/s 200 tok/s -7% 5.8 GB Jan community 2026-04-03
🔢 GTE Large FP16 185 tok/s 200 tok/s -7% 0.8 GB Jan community 2026-05-12
Qwen 3.5 2B Qwen 3.5 2B FP16 184 tok/s 200 tok/s -8% 5.0 GB Jan community 2026-04-09
🔢 BGE Small FP16 184 tok/s 200 tok/s -8% 0.1 GB LM Studio editorial 2026-05-24
🗣️ NeuTTS Air FP16 184 tok/s 200 tok/s -8% 1.9 GB Piper editorial 2026-04-21
Gemma 4 E4B Gemma 4 E4B FP16 183 tok/s 199 tok/s -8% 11.6 GB Jan community 2026-03-01
🔢 Nomic Embed Text FP16 183 tok/s 200 tok/s -8% 0.3 GB Jan community 2026-01-17
TinyLlama 1.1B TinyLlama 1.1B FP16 182 tok/s 200 tok/s -9% 2.7 GB Jan community 2026-02-16
🔢 all-MiniLM-L6-v2 FP16 182 tok/s 200 tok/s -9% 0.1 GB LM Studio editorial 2026-05-23
SmolLM2 360M SmolLM2 360M FP16 181 tok/s 200 tok/s -9% 1.2 GB Jan community 2026-02-22
Llama 3.2 1B Llama 3.2 1B FP16 181 tok/s 200 tok/s -9% 3.0 GB Jan community 2026-05-13
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 181 tok/s 200 tok/s -9% 3.6 GB LM Studio editorial 2026-02-10
Wav2Vec2 Base Wav2Vec2 Base FP16 177 tok/s 200 tok/s -11% 0.3 GB Whisper Transcription editorial 2026-03-16
👁️ LLaVA 1.6 7B FP16 138 tok/s 125 tok/s +10% 16.1 GB Ollama community 2026-03-03
👨‍💻 DeepSeek Coder 6.7B FP16 137 tok/s 131 tok/s +5% 16.1 GB Jan community 2026-03-17
Qwen 2.5 7B Qwen 2.5 7B FP16 126 tok/s 116 tok/s +9% 18.1 GB Xybrid CLI community 2026-04-20
Gemma 3n E4B Gemma 3n E4B FP16 120 tok/s 131 tok/s -8% 15.6 GB Jan community 2026-05-11
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 120 tok/s 116 tok/s +3% 20.1 GB LM Studio community 2026-02-25
Llama 3.1 8B Llama 3.1 8B FP16 118 tok/s 111 tok/s +6% 20.8 GB Ollama editorial 2026-04-06
🧠 Qwen3 8B FP16 118 tok/s 107 tok/s +10% 19.9 GB Ollama community 2026-01-14
Mistral 7B Mistral 7B FP16 117 tok/s 122 tok/s -4% 18.1 GB Xybrid CLI community 2026-01-17
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 115 tok/s 111 tok/s +4% 17.2 GB Xybrid CLI community 2026-01-04
🧠 DeepSeek R1 Distill 7B FP16 112 tok/s 116 tok/s -3% 19.1 GB Xybrid CLI community 2026-02-23
🧠 DeepSeek R1 Distill 8B FP16 112 tok/s 111 tok/s +1% 17.5 GB Xybrid CLI community 2026-05-08
Qwen 3.5 9B Qwen 3.5 9B FP16 104 tok/s 97 tok/s +7% 20.3 GB Xybrid CLI community 2026-02-08
LFM2.5 8B A1B LFM2.5 8B A1B FP16 103 tok/s 108 tok/s -5% 21.3 GB LM Studio editorial 2026-01-02
Mistral Nemo 12B Mistral Nemo 12B FP16 81 tok/s 73 tok/s +11% 26.9 GB Ollama community 2026-03-04
Gemma 4 31B Gemma 4 31B Q6 80 tok/s 75 tok/s +7% 27.7 GB Jan community 2026-03-16
👨‍💻 Laguna XS.2 Q6 78 tok/s 72 tok/s +8% 29.4 GB Xybrid CLI community 2026-03-15
🎨 FLUX.1 Schnell FP16 71 tok/s 75 tok/s -5% 30.2 GB LM Studio editorial 2026-01-04
Qwen3 Coder Next Qwen3 Coder Next Q2 67 tok/s 64 tok/s +5% 29.8 GB Ollama community 2026-03-04
Gemma 3 12B Gemma 3 12B FP16 65 tok/s 72 tok/s -10% 30.5 GB Xybrid CLI community 2026-05-24
Phi-4 Medium Phi-4 Medium FP16 63 tok/s 64 tok/s -2% 30.8 GB Xybrid CLI community 2026-03-27
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q6 62 tok/s 66 tok/s -6% 28.7 GB Xybrid CLI community 2026-03-26
Gemma 4 26B A4B Gemma 4 26B A4B Q8 61 tok/s 64 tok/s -5% 35.9 GB LM Studio editorial 2026-01-02
Llama 4 Scout Llama 4 Scout Q2 42 tok/s 43 tok/s -2% 46.2 GB Ollama community 2026-05-28