Model Quant Measured Estimated RAM used App Source Date
StableLM 2 1.6B StableLM 2 1.6B FP16 223 tok/s 200 tok/s +12% 4.1 GB Xybrid CLI community 2026-04-21
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 221 tok/s 200 tok/s +11% 1.4 GB Jan community 2026-05-11
🧠 DeepSeek R1 Distill 1.5B FP16 218 tok/s 200 tok/s +9% 3.9 GB Ollama community 2026-01-13
🔢 all-MiniLM-L6-v2 FP16 216 tok/s 200 tok/s +8% 0.1 GB Jan community 2026-03-11
Gemma 3 1B Gemma 3 1B FP16 214 tok/s 200 tok/s +7% 2.6 GB Xybrid CLI community 2026-03-13
Whisper Tiny Whisper Tiny FP16 213 tok/s 200 tok/s +7% 0.1 GB Whisper Transcription community 2026-01-04
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 210 tok/s 200 tok/s +5% 2.2 GB Jan community 2026-02-11
Llama 3.2 1B Llama 3.2 1B FP16 207 tok/s 200 tok/s +4% 2.9 GB LM Studio community 2026-03-03
🔢 GTE Large FP16 203 tok/s 200 tok/s +2% 0.8 GB Ollama community 2026-01-04
Ternary Bonsai 4B Ternary Bonsai 4B Q2 202 tok/s 200 tok/s +1% 1.1 GB Jan community 2026-05-25
Ternary Bonsai 8B Ternary Bonsai 8B Q2 201 tok/s 200 tok/s +1% 2.0 GB Jan community 2026-04-19
SmolLM2 1.7B SmolLM2 1.7B FP16 200 tok/s 198 tok/s +1% 3.8 GB Xybrid CLI editorial 2026-04-03
🗣️ Kokoro 82M FP16 199 tok/s 200 tok/s +0% 0.4 GB Xybrid CLI community 2026-04-18
🗣️ NeuTTS Air FP16 199 tok/s 200 tok/s +0% 1.8 GB Piper community 2026-01-21
LFM2.5 1.2B LFM2.5 1.2B FP16 198 tok/s 200 tok/s -1% 2.6 GB Ollama community 2026-02-10
👁️ SmolVLM 500M FP16 194 tok/s 200 tok/s -3% 1.2 GB LM Studio editorial 2026-04-02
🗣️ KittenTTS Mini FP16 193 tok/s 200 tok/s -4% 0.2 GB Piper editorial 2026-02-07
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 192 tok/s 200 tok/s -4% 1.3 GB Ollama community 2026-02-06
SmolLM2 360M SmolLM2 360M FP16 191 tok/s 200 tok/s -4% 1.2 GB Xybrid CLI community 2026-04-03
Wav2Vec2 Base Wav2Vec2 Base FP16 190 tok/s 200 tok/s -5% 0.3 GB Xybrid CLI editorial 2026-01-05
Whisper Small Whisper Small FP16 190 tok/s 200 tok/s -5% 0.6 GB Whisper Transcription community 2026-05-12
🎙️ Distil-Whisper Large V3 FP16 190 tok/s 200 tok/s -5% 1.8 GB Whisper Transcription community 2026-01-18
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 188 tok/s 200 tok/s -6% 1.5 GB Xybrid CLI community 2026-03-26
🔢 Nomic Embed Text FP16 187 tok/s 200 tok/s -6% 0.3 GB LM Studio editorial 2026-05-28
🎨 Stable Diffusion Turbo FP16 185 tok/s 200 tok/s -7% 2.7 GB LM Studio editorial 2026-04-21
Bonsai Image 4B Bonsai Image 4B Q2 185 tok/s 200 tok/s -7% 2.3 GB Jan community 2026-04-02
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 184 tok/s 200 tok/s -8% 0.5 GB Jan community 2026-02-21
🗣️ OuteTTS 0.3 500M FP16 184 tok/s 200 tok/s -8% 1.1 GB Piper editorial 2026-04-18
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 183 tok/s 200 tok/s -8% 3.8 GB LM Studio community 2026-03-14
👁️ Moondream 2B FP16 183 tok/s 182 tok/s +1% 4.6 GB Jan community 2026-05-25
Whisper Medium Whisper Medium FP16 183 tok/s 200 tok/s -8% 1.8 GB Whisper Transcription community 2026-04-08
TinyLlama 1.1B TinyLlama 1.1B FP16 182 tok/s 200 tok/s -9% 2.7 GB Xybrid CLI community 2026-04-19
SmolLM2 135M SmolLM2 135M FP16 181 tok/s 200 tok/s -9% 0.3 GB LM Studio editorial 2026-02-07
🗣️ Dia 1.6B FP16 181 tok/s 200 tok/s -9% 3.7 GB Xybrid CLI community 2026-05-13
🔢 BGE Small FP16 177 tok/s 200 tok/s -11% 0.1 GB Ollama community 2026-03-05
🗣️ KittenTTS Nano FP16 177 tok/s 200 tok/s -11% 0.1 GB Xybrid CLI editorial 2026-04-22
Whisper Large V3 Whisper Large V3 FP16 177 tok/s 200 tok/s -11% 3.6 GB Whisper Transcription community 2026-04-08
Qwen 3.5 2B Qwen 3.5 2B FP16 162 tok/s 160 tok/s +1% 5.4 GB LM Studio editorial 2026-03-28
Gemma 4 E2B Gemma 4 E2B FP16 141 tok/s 149 tok/s -5% 5.5 GB Ollama community 2026-03-15
🎨 Stable Diffusion 3.5 Medium FP16 138 tok/s 146 tok/s -5% 4.9 GB Jan community 2026-02-23
Qwen 2.5 3B Qwen 2.5 3B FP16 106 tok/s 105 tok/s +1% 7.0 GB Ollama community 2026-01-04
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 103 tok/s 105 tok/s -2% 8.0 GB Xybrid CLI editorial 2026-05-16
🎨 SDXL Turbo FP16 100 tok/s 103 tok/s -3% 6.8 GB Ollama community 2026-01-04
Llama 3.2 3B Llama 3.2 3B FP16 98 tok/s 102 tok/s -4% 7.8 GB Xybrid CLI community 2026-01-20
👨‍💻 StarCoder2 3B FP16 96 tok/s 108 tok/s -11% 7.1 GB LM Studio editorial 2026-01-05
Phi-4 Mini Phi-4 Mini FP16 92 tok/s 86 tok/s +7% 8.2 GB Xybrid CLI community 2026-02-07
👁️ LLaVA 1.6 7B Q8 90 tok/s 90 tok/s +0% 9.2 GB LM Studio community 2026-01-21
Qwen 2.5 7B Qwen 2.5 7B Q8 88 tok/s 83 tok/s +6% 9.3 GB Jan community 2026-03-15
👨‍💻 DeepSeek Coder 6.7B Q8 87 tok/s 93 tok/s -6% 7.6 GB LM Studio community 2026-01-28
🧠 DeepSeek R1 Distill 7B Q8 85 tok/s 83 tok/s +2% 10.4 GB LM Studio editorial 2026-01-21
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 85 tok/s 79 tok/s +8% 10.6 GB Jan community 2026-01-26
Llama 3.1 8B Llama 3.1 8B Q8 83 tok/s 79 tok/s +5% 9.1 GB LM Studio community 2026-03-02
Gemma 3n E4B Gemma 3n E4B Q8 82 tok/s 91 tok/s -10% 8.3 GB Jan community 2026-05-12
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 80 tok/s 83 tok/s -4% 9.9 GB Xybrid CLI community 2026-01-19
Mistral 7B Mistral 7B Q8 79 tok/s 82 tok/s -4% 10.6 GB LM Studio editorial 2026-05-26
Mistral Nemo 12B Mistral Nemo 12B Q6 77 tok/s 71 tok/s +8% 10.0 GB Ollama community 2026-04-08
🎨 FLUX.1 Schnell Q6 77 tok/s 72 tok/s +7% 12.0 GB LM Studio editorial 2026-02-26
Gemma 3n E2B Gemma 3n E2B FP16 75 tok/s 75 tok/s +0% 11.3 GB LM Studio editorial 2026-01-21
Qwen 3.5 4B Qwen 3.5 4B FP16 75 tok/s 82 tok/s -9% 9.4 GB Jan community 2026-04-09
🧠 Qwen3 8B Q8 74 tok/s 77 tok/s -4% 9.4 GB Xybrid CLI community 2026-04-07
Gemma 3 4B Gemma 3 4B FP16 73 tok/s 76 tok/s -4% 11.5 GB Xybrid CLI community 2026-03-28
LFM2.5 8B A1B LFM2.5 8B A1B Q8 73 tok/s 76 tok/s -4% 10.4 GB Xybrid CLI community 2026-01-17
Qwen 3.5 9B Qwen 3.5 9B Q8 72 tok/s 69 tok/s +4% 12.3 GB Jan community 2026-04-23
🧠 DeepSeek R1 Distill 8B Q8 70 tok/s 79 tok/s -11% 10.3 GB Jan community 2026-02-20
Gemma 4 E4B Gemma 4 E4B FP16 69 tok/s 75 tok/s -8% 10.3 GB LM Studio editorial 2026-03-15
Phi-4 Medium Phi-4 Medium Q6 68 tok/s 62 tok/s +10% 12.8 GB Ollama community 2026-01-16
Gemma 3 12B Gemma 3 12B Q6 65 tok/s 71 tok/s -8% 11.8 GB LM Studio community 2026-05-23
Gemma 4 26B A4B Gemma 4 26B A4B Q2 65 tok/s 67 tok/s -3% 10.5 GB Ollama community 2026-02-08
Gemma 4 31B Gemma 4 31B Q2 63 tok/s 64 tok/s -2% 11.1 GB Ollama community 2026-02-08
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q4 36 tok/s 34 tok/s +6% 22.9 GB LM Studio editorial 2026-01-15
👨‍💻 Laguna XS.2 Q4 36 tok/s 35 tok/s +3% 22.7 GB Ollama community 2026-01-05