Model Quant Measured Estimated RAM used App Source Date
🗣️ OuteTTS 0.3 500M FP16 224 tok/s 200 tok/s +12% 1.1 GB Xybrid CLI community 2026-05-13
Whisper Tiny Whisper Tiny FP16 221 tok/s 200 tok/s +11% 0.1 GB Xybrid CLI community 2026-04-05
Ternary Bonsai 4B Ternary Bonsai 4B Q2 211 tok/s 200 tok/s +6% 1.1 GB LM Studio editorial 2026-03-02
👁️ SmolVLM 500M FP16 207 tok/s 200 tok/s +4% 1.2 GB LM Studio community 2026-02-22
Wav2Vec2 Base Wav2Vec2 Base FP16 205 tok/s 200 tok/s +3% 0.3 GB Xybrid CLI community 2026-05-27
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 201 tok/s 200 tok/s +1% 1.3 GB Jan community 2026-03-12
🗣️ KittenTTS Mini FP16 200 tok/s 200 tok/s +0% 0.2 GB Xybrid CLI community 2026-04-02
🔢 BGE Small FP16 199 tok/s 200 tok/s +0% 0.1 GB Ollama community 2026-05-23
🗣️ NeuTTS Air FP16 199 tok/s 182 tok/s +9% 1.8 GB Piper community 2026-01-13
🔢 Nomic Embed Text FP16 197 tok/s 200 tok/s -1% 0.3 GB Xybrid CLI community 2026-04-03
Whisper Medium Whisper Medium FP16 192 tok/s 182 tok/s +5% 1.6 GB Xybrid CLI community 2026-01-06
🔢 GTE Large FP16 191 tok/s 200 tok/s -4% 0.9 GB Xybrid CLI community 2026-04-03
SmolLM2 360M SmolLM2 360M FP16 188 tok/s 200 tok/s -6% 1.1 GB Xybrid CLI community 2026-05-14
Whisper Small Whisper Small FP16 187 tok/s 200 tok/s -6% 0.5 GB Xybrid CLI community 2026-03-28
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 186 tok/s 200 tok/s -7% 1.4 GB LM Studio community 2026-02-10
🎙️ Distil-Whisper Large V3 FP16 186 tok/s 182 tok/s +2% 1.8 GB MacWhisper community 2026-05-17
SmolLM2 135M SmolLM2 135M FP16 185 tok/s 200 tok/s -7% 0.3 GB Xybrid CLI community 2026-01-18
🔢 all-MiniLM-L6-v2 FP16 181 tok/s 200 tok/s -9% 0.1 GB LM Studio community 2026-03-16
🗣️ KittenTTS Nano FP16 181 tok/s 200 tok/s -9% 0.1 GB Piper community 2026-02-07
🗣️ Kokoro 82M FP16 179 tok/s 200 tok/s -10% 0.4 GB Piper community 2026-05-26
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 178 tok/s 200 tok/s -11% 0.5 GB Xybrid CLI editorial 2026-05-23
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 177 tok/s 200 tok/s -11% 1.5 GB Ollama community 2026-01-17
Ternary Bonsai 8B Ternary Bonsai 8B Q2 174 tok/s 171 tok/s +2% 1.8 GB Ollama community 2026-01-04
Bonsai Image 4B Bonsai Image 4B Q2 162 tok/s 152 tok/s +7% 2.3 GB Ollama editorial 2026-03-01
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 153 tok/s 152 tok/s +1% 2.0 GB LM Studio community 2026-05-11
🎨 Stable Diffusion Turbo FP16 140 tok/s 130 tok/s +8% 2.4 GB Ollama community 2026-01-14
TinyLlama 1.1B TinyLlama 1.1B FP16 133 tok/s 124 tok/s +7% 2.4 GB Xybrid CLI community 2026-01-01
LFM2.5 1.2B LFM2.5 1.2B FP16 123 tok/s 117 tok/s +5% 2.8 GB LM Studio community 2026-01-14
Gemma 3 1B Gemma 3 1B FP16 114 tok/s 124 tok/s -8% 2.8 GB Jan community 2026-03-24
Llama 3.2 1B Llama 3.2 1B FP16 96 tok/s 101 tok/s -5% 3.3 GB Ollama community 2026-04-19
🗣️ Dia 1.6B FP16 92 tok/s 83 tok/s +11% 3.6 GB Piper community 2026-02-11
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 87 tok/s 85 tok/s +2% 3.6 GB Ollama community 2026-02-11
Whisper Large V3 Whisper Large V3 FP16 80 tok/s 88 tok/s -9% 4.0 GB Xybrid CLI community 2026-03-06
SmolLM2 1.7B SmolLM2 1.7B FP16 79 tok/s 80 tok/s -1% 3.8 GB Ollama community 2026-01-04
StableLM 2 1.6B StableLM 2 1.6B FP16 77 tok/s 83 tok/s -7% 3.9 GB Ollama community 2026-03-13
🧠 DeepSeek R1 Distill 1.5B FP16 74 tok/s 83 tok/s -11% 3.8 GB Jan community 2026-04-08
Qwen 3.5 2B Qwen 3.5 2B FP16 72 tok/s 65 tok/s +11% 5.0 GB Ollama community 2026-02-23
Mistral 7B Mistral 7B Q4 71 tok/s 19 tok/s +274% 4.3 GB LM Studio editorial 2026-03-20
👁️ Moondream 2B FP16 70 tok/s 74 tok/s -5% 4.5 GB Xybrid CLI community 2026-01-21
Gemma 4 E2B Gemma 4 E2B FP16 61 tok/s 61 tok/s +0% 4.8 GB Ollama community 2026-02-07
Phi-4 Mini Phi-4 Mini Q8 60 tok/s 35 tok/s +71% 4.6 GB Ollama editorial 2026-03-20
🎨 Stable Diffusion 3.5 Medium FP16 54 tok/s 59 tok/s -8% 5.9 GB LM Studio editorial 2026-04-20
Qwen 2.5 3B Qwen 2.5 3B FP16 47 tok/s 43 tok/s +9% 7.6 GB Ollama community 2026-02-19
🎨 SDXL Turbo FP16 46 tok/s 42 tok/s +10% 6.9 GB Xybrid CLI community 2026-02-09
👨‍💻 StarCoder2 3B FP16 45 tok/s 44 tok/s +2% 8.0 GB LM Studio editorial 2026-01-21
Llama 3.2 3B Llama 3.2 3B FP16 41 tok/s 41 tok/s +0% 7.1 GB LM Studio community 2026-05-10
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 41 tok/s 43 tok/s -5% 7.9 GB Ollama community 2026-04-20
Phi-4 Mini Phi-4 Mini FP16 39 tok/s 35 tok/s +11% 9.3 GB Xybrid CLI community 2026-05-23
Gemma 3 4B Gemma 3 4B FP16 33 tok/s 31 tok/s +6% 10.6 GB Xybrid CLI community 2026-03-13
Qwen 3.5 4B Qwen 3.5 4B FP16 31 tok/s 33 tok/s -6% 9.0 GB Jan community 2026-02-23
Gemma 4 E4B Gemma 4 E4B FP16 30 tok/s 30 tok/s +0% 10.3 GB Jan community 2026-02-07
Gemma 3n E2B Gemma 3n E2B FP16 28 tok/s 31 tok/s -10% 10.1 GB Ollama editorial 2026-03-17
Gemma 3n E4B Gemma 3n E4B FP16 21 tok/s 20 tok/s +5% 17.7 GB Xybrid CLI community 2026-05-25
Mistral 7B Mistral 7B FP16 21 tok/s 19 tok/s +11% 17.4 GB Ollama community 2026-02-22
👨‍💻 DeepSeek Coder 6.7B FP16 20 tok/s 20 tok/s +0% 15.9 GB Ollama community 2026-04-02
👁️ LLaVA 1.6 7B FP16 20 tok/s 19 tok/s +5% 15.6 GB Xybrid CLI community 2026-01-02
🧠 DeepSeek R1 Distill 7B FP16 19 tok/s 18 tok/s +6% 17.6 GB Ollama editorial 2026-01-17
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 19 tok/s 18 tok/s +6% 18.0 GB Ollama community 2026-05-11
Qwen 2.5 7B Qwen 2.5 7B FP16 17 tok/s 18 tok/s -6% 18.2 GB Xybrid CLI community 2026-01-03
🧠 DeepSeek R1 Distill 8B FP16 17 tok/s 17 tok/s +0% 18.4 GB Ollama community 2026-02-10
🧠 Qwen3 8B FP16 17 tok/s 16 tok/s +6% 19.4 GB Jan community 2026-02-11
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 16 tok/s 17 tok/s -6% 17.2 GB Ollama community 2026-01-04
Llama 3.1 8B Llama 3.1 8B FP16 15 tok/s 17 tok/s -12% 19.9 GB Jan community 2026-03-28
Qwen 3.5 9B Qwen 3.5 9B FP16 14 tok/s 15 tok/s -7% 23.7 GB LM Studio editorial 2026-04-20
LFM2.5 8B A1B LFM2.5 8B A1B FP16 14 tok/s 16 tok/s -12% 21.0 GB Ollama community 2026-01-18
🎨 FLUX.1 Schnell FP16 12 tok/s 11 tok/s +9% 25.5 GB Jan community 2026-05-24
Gemma 3 12B Gemma 3 12B FP16 11 tok/s 11 tok/s +0% 28.9 GB Xybrid CLI community 2026-04-02
👨‍💻 Laguna XS.2 Q6 11 tok/s 11 tok/s +0% 31.6 GB Xybrid CLI community 2026-01-03
Mistral Nemo 12B Mistral Nemo 12B FP16 10 tok/s 11 tok/s -9% 31.2 GB Jan community 2026-03-01
Gemma 4 26B A4B Gemma 4 26B A4B Q8 10 tok/s 10 tok/s +0% 29.8 GB Jan community 2026-05-23
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q6 10 tok/s 10 tok/s +0% 34.0 GB LM Studio editorial 2026-01-20
Phi-4 Medium Phi-4 Medium FP16 10 tok/s 10 tok/s +0% 32.0 GB Jan community 2026-03-13
Qwen3 Coder Next Qwen3 Coder Next Q2 9 tok/s 10 tok/s -10% 32.0 GB Ollama editorial 2026-03-18
Gemma 4 31B Gemma 4 31B Q8 8 tok/s 8 tok/s +0% 38.4 GB LM Studio community 2026-05-13