Model Quant Measured Estimated RAM used App Source Date
TinyLlama 1.1B TinyLlama 1.1B FP16 224 tok/s 200 tok/s +12% 2.7 GB Xybrid CLI editorial 2026-04-19
Bonsai Image 4B Bonsai Image 4B Q2 223 tok/s 200 tok/s +12% 1.9 GB Jan community 2026-04-22
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 220 tok/s 200 tok/s +10% 2.3 GB LM Studio editorial 2026-01-21
🔢 all-MiniLM-L6-v2 FP16 220 tok/s 200 tok/s +10% 0.1 GB Ollama community 2026-04-11
🎨 Stable Diffusion Turbo FP16 219 tok/s 200 tok/s +10% 2.5 GB Xybrid CLI community 2026-04-22
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 218 tok/s 200 tok/s +9% 1.3 GB Ollama community 2026-04-06
Ternary Bonsai 4B Ternary Bonsai 4B Q2 218 tok/s 200 tok/s +9% 0.9 GB LM Studio community 2026-02-10
SmolLM2 360M SmolLM2 360M FP16 216 tok/s 200 tok/s +8% 1.0 GB Xybrid CLI community 2026-02-08
Wav2Vec2 Base Wav2Vec2 Base FP16 215 tok/s 200 tok/s +8% 0.2 GB Xybrid CLI community 2026-03-05
Whisper Tiny Whisper Tiny FP16 214 tok/s 200 tok/s +7% 0.1 GB Whisper Transcription community 2026-01-01
Llama 3.2 1B Llama 3.2 1B FP16 213 tok/s 200 tok/s +7% 2.9 GB LM Studio community 2026-02-26
🔢 GTE Large FP16 213 tok/s 200 tok/s +7% 0.8 GB Xybrid CLI community 2026-04-18
LFM2.5 1.2B LFM2.5 1.2B FP16 206 tok/s 200 tok/s +3% 3.0 GB LM Studio editorial 2026-01-22
🗣️ Kokoro 82M FP16 204 tok/s 200 tok/s +2% 0.4 GB Piper community 2026-05-07
SmolLM2 135M SmolLM2 135M FP16 202 tok/s 200 tok/s +1% 0.3 GB LM Studio community 2026-05-21
Ternary Bonsai 8B Ternary Bonsai 8B Q2 196 tok/s 200 tok/s -2% 1.9 GB Jan community 2026-04-19
🗣️ KittenTTS Nano FP16 192 tok/s 200 tok/s -4% 0.1 GB Xybrid CLI community 2026-05-16
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 190 tok/s 200 tok/s -5% 1.2 GB Jan community 2026-03-24
🔢 BGE Small FP16 188 tok/s 200 tok/s -6% 0.1 GB LM Studio community 2026-01-04
🔢 Nomic Embed Text FP16 188 tok/s 200 tok/s -6% 0.3 GB Xybrid CLI community 2026-05-14
👁️ SmolVLM 500M FP16 187 tok/s 200 tok/s -6% 1.4 GB Jan community 2026-03-28
🗣️ Dia 1.6B FP16 187 tok/s 170 tok/s +10% 3.6 GB Piper community 2026-05-11
StableLM 2 1.6B StableLM 2 1.6B FP16 186 tok/s 170 tok/s +9% 3.9 GB Xybrid CLI community 2026-03-16
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 186 tok/s 200 tok/s -7% 0.5 GB Jan community 2026-03-25
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 184 tok/s 200 tok/s -8% 1.4 GB Jan community 2026-04-09
🗣️ OuteTTS 0.3 500M FP16 183 tok/s 200 tok/s -8% 1.1 GB Piper editorial 2026-03-14
🧠 DeepSeek R1 Distill 1.5B FP16 181 tok/s 170 tok/s +6% 3.6 GB Xybrid CLI community 2026-01-01
🗣️ NeuTTS Air FP16 180 tok/s 200 tok/s -10% 1.7 GB Xybrid CLI community 2026-05-12
Whisper Medium Whisper Medium FP16 180 tok/s 200 tok/s -10% 1.7 GB Whisper Transcription community 2026-04-09
🎙️ Distil-Whisper Large V3 FP16 180 tok/s 200 tok/s -10% 1.7 GB Whisper Transcription community 2026-05-15
🗣️ KittenTTS Mini FP16 179 tok/s 200 tok/s -10% 0.2 GB Xybrid CLI community 2026-05-12
Gemma 3 1B Gemma 3 1B FP16 178 tok/s 200 tok/s -11% 2.7 GB Xybrid CLI community 2026-03-17
Whisper Small Whisper Small FP16 178 tok/s 200 tok/s -11% 0.6 GB Whisper Transcription community 2026-04-08
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 173 tok/s 175 tok/s -1% 3.4 GB LM Studio community 2026-05-10
SmolLM2 1.7B SmolLM2 1.7B FP16 172 tok/s 165 tok/s +4% 4.0 GB LM Studio community 2026-01-16
Whisper Large V3 Whisper Large V3 FP16 165 tok/s 181 tok/s -9% 4.0 GB Xybrid CLI editorial 2026-05-25
👁️ Moondream 2B FP16 164 tok/s 151 tok/s +9% 4.0 GB Xybrid CLI community 2026-01-03
Qwen 3.5 2B Qwen 3.5 2B FP16 127 tok/s 133 tok/s -5% 4.7 GB LM Studio community 2026-01-03
Gemma 4 E2B Gemma 4 E2B FP16 120 tok/s 124 tok/s -3% 4.9 GB Xybrid CLI community 2026-04-04
🎨 Stable Diffusion 3.5 Medium FP16 115 tok/s 122 tok/s -6% 5.6 GB Ollama community 2026-03-15
👨‍💻 StarCoder2 3B FP16 97 tok/s 90 tok/s +8% 7.2 GB Ollama community 2026-01-14
🎨 SDXL Turbo FP16 88 tok/s 86 tok/s +2% 7.0 GB Jan community 2026-02-08
Llama 3.2 3B Llama 3.2 3B FP16 87 tok/s 85 tok/s +2% 8.3 GB LM Studio editorial 2026-02-24
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 83 tok/s 88 tok/s -6% 7.7 GB Xybrid CLI community 2026-05-14
Qwen 2.5 3B Qwen 2.5 3B FP16 81 tok/s 88 tok/s -8% 7.3 GB Jan community 2026-01-17
Phi-4 Mini Phi-4 Mini FP16 77 tok/s 72 tok/s +7% 9.3 GB LM Studio community 2026-01-16
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 77 tok/s 69 tok/s +12% 9.2 GB Jan community 2026-05-13
Qwen 2.5 7B Qwen 2.5 7B Q8 75 tok/s 69 tok/s +9% 8.6 GB Ollama community 2026-03-03
Llama 3.1 8B Llama 3.1 8B Q8 72 tok/s 66 tok/s +9% 9.5 GB Ollama community 2026-03-04
Qwen 3.5 4B Qwen 3.5 4B FP16 72 tok/s 68 tok/s +6% 9.7 GB Jan community 2026-03-12
🧠 DeepSeek R1 Distill 7B Q8 71 tok/s 69 tok/s +3% 10.2 GB LM Studio editorial 2026-02-24
Mistral 7B Mistral 7B Q8 71 tok/s 68 tok/s +4% 10.4 GB LM Studio editorial 2026-03-04
🧠 DeepSeek R1 Distill 8B Q8 69 tok/s 66 tok/s +5% 9.0 GB Jan community 2026-04-23
Gemma 4 E4B Gemma 4 E4B FP16 64 tok/s 62 tok/s +3% 10.8 GB LM Studio community 2026-05-09
🧠 Qwen3 8B Q8 64 tok/s 64 tok/s +0% 11.0 GB Jan community 2026-05-24
LFM2.5 8B A1B LFM2.5 8B A1B Q8 63 tok/s 64 tok/s -2% 9.7 GB Ollama community 2026-05-28
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 62 tok/s 66 tok/s -6% 9.0 GB Xybrid CLI community 2026-03-25
Gemma 3 4B Gemma 3 4B FP16 59 tok/s 63 tok/s -6% 10.6 GB LM Studio community 2026-02-10
Gemma 3n E2B Gemma 3n E2B FP16 58 tok/s 63 tok/s -8% 10.2 GB Jan community 2026-04-08
Phi-4 Medium Phi-4 Medium Q6 58 tok/s 52 tok/s +12% 12.3 GB Xybrid CLI editorial 2026-02-09
Qwen 3.5 9B Qwen 3.5 9B Q8 54 tok/s 58 tok/s -7% 11.7 GB Ollama community 2026-03-14
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q2 50 tok/s 47 tok/s +6% 13.9 GB Ollama editorial 2026-02-19
Gemma 4 26B A4B Gemma 4 26B A4B Q3 48 tok/s 45 tok/s +7% 13.2 GB Ollama community 2026-02-27
Gemma 3 12B Gemma 3 12B Q8 44 tok/s 43 tok/s +2% 16.7 GB LM Studio editorial 2026-01-20
🎨 FLUX.1 Schnell Q8 44 tok/s 44 tok/s +0% 16.0 GB LM Studio editorial 2026-01-20
👨‍💻 Laguna XS.2 Q3 43 tok/s 40 tok/s +8% 16.2 GB Xybrid CLI community 2026-04-19
👁️ LLaVA 1.6 7B FP16 42 tok/s 39 tok/s +8% 17.0 GB Jan community 2026-03-15
Gemma 3n E4B Gemma 3n E4B FP16 41 tok/s 41 tok/s +0% 17.5 GB LM Studio editorial 2026-03-28
Mistral Nemo 12B Mistral Nemo 12B Q8 39 tok/s 43 tok/s -9% 14.6 GB Jan community 2026-05-13
Gemma 4 31B Gemma 4 31B Q3 38 tok/s 41 tok/s -7% 17.1 GB LM Studio editorial 2026-04-22
👨‍💻 DeepSeek Coder 6.7B FP16 38 tok/s 41 tok/s -7% 17.7 GB LM Studio editorial 2026-05-24