Model Quant Measured Estimated RAM used App Source Date
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 221 tok/s 200 tok/s +11% 0.4 GB Ollama community 2026-04-05
Ternary Bonsai 8B Ternary Bonsai 8B Q2 220 tok/s 200 tok/s +10% 2.0 GB Xybrid CLI community 2026-05-23
🗣️ KittenTTS Nano FP16 218 tok/s 200 tok/s +9% 0.1 GB Xybrid CLI editorial 2026-01-04
🗣️ NeuTTS Air FP16 218 tok/s 200 tok/s +9% 1.8 GB Piper community 2026-02-21
Whisper Small Whisper Small FP16 218 tok/s 200 tok/s +9% 0.6 GB Xybrid CLI community 2026-01-15
🎙️ Distil-Whisper Large V3 FP16 218 tok/s 200 tok/s +9% 1.9 GB Xybrid CLI community 2026-01-16
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 215 tok/s 200 tok/s +8% 1.4 GB Ollama community 2026-02-20
🗣️ Kokoro 82M FP16 214 tok/s 200 tok/s +7% 0.5 GB Piper editorial 2026-03-04
🗣️ OuteTTS 0.3 500M FP16 214 tok/s 200 tok/s +7% 1.3 GB Piper community 2026-02-26
Wav2Vec2 Base Wav2Vec2 Base FP16 213 tok/s 200 tok/s +7% 0.3 GB Xybrid CLI community 2026-02-18
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 212 tok/s 200 tok/s +6% 1.5 GB Xybrid CLI community 2026-05-28
🗣️ KittenTTS Mini FP16 203 tok/s 200 tok/s +2% 0.2 GB Xybrid CLI community 2026-04-23
SmolLM2 360M SmolLM2 360M FP16 197 tok/s 200 tok/s -1% 1.0 GB Ollama community 2026-05-28
🔢 all-MiniLM-L6-v2 FP16 197 tok/s 200 tok/s -1% 0.1 GB Ollama community 2026-03-16
👁️ SmolVLM 500M FP16 195 tok/s 200 tok/s -2% 1.2 GB Ollama community 2026-02-08
Bonsai Image 4B Bonsai Image 4B Q2 195 tok/s 200 tok/s -2% 2.2 GB Xybrid CLI community 2026-05-16
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 192 tok/s 200 tok/s -4% 1.4 GB Xybrid CLI community 2026-05-14
🔢 Nomic Embed Text FP16 190 tok/s 200 tok/s -5% 0.3 GB Jan community 2026-04-02
Ternary Bonsai 4B Ternary Bonsai 4B Q2 187 tok/s 200 tok/s -6% 1.0 GB Xybrid CLI community 2026-05-13
Whisper Tiny Whisper Tiny FP16 185 tok/s 200 tok/s -7% 0.1 GB Whisper Transcription community 2026-05-15
SmolLM2 135M SmolLM2 135M FP16 184 tok/s 200 tok/s -8% 0.3 GB Jan community 2026-04-09
🔢 GTE Large FP16 184 tok/s 200 tok/s -8% 0.8 GB Jan community 2026-03-01
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 182 tok/s 200 tok/s -9% 1.9 GB Jan community 2026-02-19
Whisper Medium Whisper Medium FP16 182 tok/s 200 tok/s -9% 1.7 GB Xybrid CLI editorial 2026-03-13
🔢 BGE Small FP16 178 tok/s 200 tok/s -11% 0.1 GB LM Studio editorial 2026-03-14
🎨 Stable Diffusion Turbo FP16 175 tok/s 171 tok/s +2% 2.7 GB Jan community 2026-05-27
TinyLlama 1.1B TinyLlama 1.1B FP16 154 tok/s 164 tok/s -6% 2.8 GB Jan community 2026-02-23
Gemma 3 1B Gemma 3 1B FP16 151 tok/s 164 tok/s -8% 2.8 GB Jan community 2026-03-27
Llama 3.2 1B Llama 3.2 1B FP16 142 tok/s 133 tok/s +7% 3.1 GB Ollama editorial 2026-05-13
LFM2.5 1.2B LFM2.5 1.2B FP16 137 tok/s 154 tok/s -11% 3.0 GB Xybrid CLI community 2026-02-01
Whisper Large V3 Whisper Large V3 FP16 126 tok/s 116 tok/s +9% 3.4 GB Whisper Transcription editorial 2026-01-04
🧠 DeepSeek R1 Distill 1.5B FP16 117 tok/s 109 tok/s +7% 3.6 GB Ollama community 2026-02-27
SmolLM2 1.7B SmolLM2 1.7B FP16 116 tok/s 106 tok/s +9% 3.8 GB Ollama community 2026-04-07
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 116 tok/s 113 tok/s +3% 4.0 GB LM Studio editorial 2026-02-24
StableLM 2 1.6B StableLM 2 1.6B FP16 99 tok/s 109 tok/s -9% 4.1 GB Jan community 2026-03-25
🗣️ Dia 1.6B FP16 96 tok/s 109 tok/s -12% 4.0 GB Piper community 2026-02-22
Mistral 7B Mistral 7B Q4 92 tok/s 44 tok/s +109% 4.3 GB LM Studio editorial 2026-03-20
Qwen 3.5 2B Qwen 3.5 2B FP16 90 tok/s 86 tok/s +5% 5.3 GB Jan community 2026-04-23
👁️ Moondream 2B FP16 90 tok/s 97 tok/s -7% 4.0 GB Ollama community 2026-04-03
Phi-4 Mini Phi-4 Mini Q8 84 tok/s 46 tok/s +83% 4.6 GB Ollama editorial 2026-03-20
🎨 Stable Diffusion 3.5 Medium FP16 76 tok/s 78 tok/s -3% 5.0 GB Ollama community 2026-02-17
Gemma 4 E2B Gemma 4 E2B FP16 72 tok/s 80 tok/s -10% 5.2 GB Jan community 2026-04-09
👨‍💻 StarCoder2 3B FP16 63 tok/s 58 tok/s +9% 6.6 GB Ollama community 2026-04-10
Qwen 2.5 3B Qwen 2.5 3B FP16 62 tok/s 56 tok/s +11% 6.9 GB LM Studio community 2026-02-11
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 61 tok/s 56 tok/s +9% 7.1 GB Xybrid CLI editorial 2026-01-04
Llama 3.2 3B Llama 3.2 3B FP16 60 tok/s 55 tok/s +9% 7.3 GB Xybrid CLI editorial 2026-05-01
🎨 SDXL Turbo FP16 58 tok/s 55 tok/s +5% 7.0 GB Jan community 2026-05-25
👨‍💻 DeepSeek Coder 6.7B Q8 50 tok/s 50 tok/s +0% 8.8 GB Jan community 2026-04-20
Gemma 3n E4B Gemma 3n E4B Q8 47 tok/s 49 tok/s -4% 9.5 GB Xybrid CLI community 2026-04-07
Qwen 2.5 7B Qwen 2.5 7B Q8 47 tok/s 44 tok/s +7% 9.7 GB Ollama community 2026-01-13
Phi-4 Mini Phi-4 Mini FP16 46 tok/s 46 tok/s +0% 9.9 GB Xybrid CLI editorial 2026-01-18
🧠 DeepSeek R1 Distill 7B Q8 45 tok/s 44 tok/s +2% 8.5 GB Jan community 2026-05-28
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 44 tok/s 44 tok/s +0% 9.0 GB Xybrid CLI editorial 2026-05-10
👁️ LLaVA 1.6 7B Q8 44 tok/s 48 tok/s -8% 8.6 GB LM Studio editorial 2026-02-28
Llama 3.1 8B Llama 3.1 8B Q8 43 tok/s 42 tok/s +2% 10.5 GB Jan community 2026-04-20
Qwen 3.5 4B Qwen 3.5 4B FP16 43 tok/s 44 tok/s -2% 9.9 GB Jan community 2026-05-24
Mistral 7B Mistral 7B Q8 43 tok/s 44 tok/s -2% 10.2 GB Ollama community 2026-03-16
Gemma 3n E2B Gemma 3n E2B FP16 42 tok/s 40 tok/s +5% 10.0 GB LM Studio editorial 2026-04-07
LFM2.5 8B A1B LFM2.5 8B A1B Q8 42 tok/s 41 tok/s +2% 10.2 GB LM Studio editorial 2026-05-08
🧠 DeepSeek R1 Distill 8B Q8 42 tok/s 42 tok/s +0% 9.2 GB Ollama community 2026-02-11
Qwen 3.5 9B Qwen 3.5 9B Q8 41 tok/s 37 tok/s +11% 11.0 GB Jan community 2026-05-13
Mistral Nemo 12B Mistral Nemo 12B Q6 40 tok/s 38 tok/s +5% 10.0 GB Xybrid CLI community 2026-01-04
Gemma 4 26B A4B Gemma 4 26B A4B Q2 39 tok/s 36 tok/s +8% 10.6 GB Xybrid CLI community 2026-02-08
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 39 tok/s 42 tok/s -7% 10.1 GB Jan community 2026-04-09
Gemma 3 4B Gemma 3 4B FP16 37 tok/s 40 tok/s -7% 11.4 GB LM Studio editorial 2026-05-26
🧠 Qwen3 8B Q8 37 tok/s 41 tok/s -10% 11.0 GB LM Studio editorial 2026-04-21
🎨 FLUX.1 Schnell Q6 37 tok/s 39 tok/s -5% 11.3 GB Ollama community 2026-04-21
Gemma 3 12B Gemma 3 12B Q6 36 tok/s 38 tok/s -5% 10.3 GB Xybrid CLI community 2026-03-28
Gemma 4 E4B Gemma 4 E4B FP16 36 tok/s 40 tok/s -10% 10.1 GB Jan community 2026-05-12
Gemma 4 31B Gemma 4 31B Q2 30 tok/s 34 tok/s -12% 11.6 GB LM Studio community 2026-02-07
Phi-4 Medium Phi-4 Medium Q6 30 tok/s 33 tok/s -9% 13.4 GB LM Studio community 2026-05-26
👨‍💻 Laguna XS.2 Q4 19 tok/s 19 tok/s +0% 21.7 GB LM Studio editorial 2026-04-04
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q4 18 tok/s 18 tok/s +0% 21.9 GB Ollama community 2026-04-03