Model Quant Measured Estimated RAM used App Source Date
🔢 BGE Small FP16 215 tok/s 200 tok/s +8% 0.1 GB Ollama editorial 2026-02-20
🔢 Nomic Embed Text FP16 213 tok/s 200 tok/s +7% 0.3 GB Xybrid CLI community 2026-01-04
🗣️ KittenTTS Nano FP16 213 tok/s 200 tok/s +7% 0.1 GB Piper editorial 2026-04-13
🔢 GTE Large FP16 212 tok/s 200 tok/s +6% 0.7 GB Xybrid CLI community 2026-01-06
Whisper Tiny Whisper Tiny FP16 212 tok/s 200 tok/s +6% 0.1 GB Xybrid CLI community 2026-03-15
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 205 tok/s 200 tok/s +3% 0.4 GB Jan community 2026-02-08
🗣️ Kokoro 82M FP16 200 tok/s 200 tok/s +0% 0.4 GB Piper community 2026-02-08
Ternary Bonsai 4B Ternary Bonsai 4B Q2 193 tok/s 174 tok/s +11% 1.1 GB Xybrid CLI community 2026-04-18
Wav2Vec2 Base Wav2Vec2 Base FP16 192 tok/s 200 tok/s -4% 0.3 GB MacWhisper community 2026-04-23
🔢 all-MiniLM-L6-v2 FP16 188 tok/s 200 tok/s -6% 0.1 GB Jan community 2026-02-23
SmolLM2 135M SmolLM2 135M FP16 185 tok/s 200 tok/s -7% 0.3 GB LM Studio editorial 2026-04-21
🗣️ KittenTTS Mini FP16 183 tok/s 200 tok/s -8% 0.2 GB Piper community 2026-02-04
Whisper Small Whisper Small FP16 177 tok/s 200 tok/s -11% 0.6 GB MacWhisper editorial 2026-02-08
SmolLM2 360M SmolLM2 360M FP16 173 tok/s 163 tok/s +6% 1.2 GB LM Studio editorial 2026-02-25
👁️ SmolVLM 500M FP16 150 tok/s 136 tok/s +10% 1.2 GB Ollama community 2026-05-11
🗣️ OuteTTS 0.3 500M FP16 145 tok/s 150 tok/s -3% 1.3 GB Piper editorial 2026-05-26
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 135 tok/s 129 tok/s +5% 1.3 GB Jan community 2026-02-07
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 134 tok/s 125 tok/s +7% 1.3 GB Xybrid CLI community 2026-02-08
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 124 tok/s 125 tok/s -1% 1.3 GB LM Studio editorial 2026-04-04
Whisper Medium Whisper Medium FP16 110 tok/s 100 tok/s +10% 1.8 GB MacWhisper community 2026-02-19
🗣️ NeuTTS Air FP16 92 tok/s 100 tok/s -8% 1.7 GB Piper community 2026-03-17
🎙️ Distil-Whisper Large V3 FP16 89 tok/s 100 tok/s -11% 1.7 GB MacWhisper editorial 2026-02-27
Ternary Bonsai 8B Ternary Bonsai 8B Q2 88 tok/s 94 tok/s -6% 1.9 GB Xybrid CLI community 2026-01-19
🎨 Stable Diffusion Turbo FP16 78 tok/s 71 tok/s +10% 2.7 GB Ollama community 2026-02-28
Bonsai Image 4B Bonsai Image 4B Q2 76 tok/s 83 tok/s -8% 2.2 GB LM Studio community 2026-04-20
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 74 tok/s 83 tok/s -11% 2.1 GB LM Studio editorial 2026-01-06
TinyLlama 1.1B TinyLlama 1.1B FP16 67 tok/s 68 tok/s -1% 2.7 GB Ollama community 2026-03-16
Gemma 3 1B Gemma 3 1B FP16 63 tok/s 68 tok/s -7% 2.7 GB LM Studio community 2026-03-16
LFM2.5 1.2B LFM2.5 1.2B FP16 58 tok/s 64 tok/s -9% 2.6 GB LM Studio editorial 2026-02-10
Llama 3.2 1B Llama 3.2 1B FP16 54 tok/s 56 tok/s -4% 3.2 GB Ollama community 2026-03-17
Whisper Large V3 Whisper Large V3 FP16 54 tok/s 48 tok/s +13% 3.9 GB Xybrid CLI community 2026-02-19
Phi-4 Mini Phi-4 Mini Q5 51 tok/s 19 tok/s +168% 2.9 GB Ollama editorial 2026-03-20
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 48 tok/s 47 tok/s +2% 3.6 GB Jan community 2026-02-07
SmolLM2 1.7B SmolLM2 1.7B FP16 45 tok/s 44 tok/s +2% 3.9 GB Jan community 2026-03-12
StableLM 2 1.6B StableLM 2 1.6B FP16 44 tok/s 45 tok/s -2% 4.1 GB Ollama community 2026-04-22
👁️ Moondream 2B FP16 44 tok/s 41 tok/s +7% 3.9 GB Ollama community 2026-02-28
🧠 DeepSeek R1 Distill 1.5B FP16 41 tok/s 45 tok/s -9% 4.1 GB LM Studio editorial 2026-04-21
🗣️ Dia 1.6B FP16 41 tok/s 45 tok/s -9% 3.9 GB Piper community 2026-03-14
Mistral 7B Mistral 7B Q4 36 tok/s 10 tok/s +260% 4.3 GB LM Studio editorial 2026-03-20
Qwen 3.5 2B Qwen 3.5 2B FP16 35 tok/s 36 tok/s -3% 4.5 GB Xybrid CLI community 2026-03-28
Gemma 4 E2B Gemma 4 E2B FP16 34 tok/s 33 tok/s +3% 5.2 GB Jan community 2026-02-08
🎨 Stable Diffusion 3.5 Medium FP16 33 tok/s 33 tok/s +0% 5.6 GB LM Studio community 2026-02-27
Llama 3.2 3B Llama 3.2 3B FP16 26 tok/s 23 tok/s +13% 8.0 GB Ollama community 2026-01-16
🎨 SDXL Turbo FP16 26 tok/s 23 tok/s +13% 7.8 GB Ollama community 2026-01-16
Qwen 2.5 3B Qwen 2.5 3B FP16 25 tok/s 23 tok/s +9% 7.5 GB Ollama community 2026-02-20
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 24 tok/s 23 tok/s +4% 7.6 GB Ollama community 2026-05-12
👨‍💻 StarCoder2 3B FP16 23 tok/s 24 tok/s -4% 7.9 GB Ollama editorial 2026-01-05
Phi-4 Mini Phi-4 Mini FP16 18 tok/s 19 tok/s -5% 10.1 GB LM Studio editorial 2026-05-26
Gemma 3 4B Gemma 3 4B FP16 17 tok/s 17 tok/s +0% 11.4 GB Xybrid CLI editorial 2026-02-25
Gemma 4 E4B Gemma 4 E4B FP16 17 tok/s 17 tok/s +0% 9.7 GB Ollama community 2026-02-08
Gemma 3n E2B Gemma 3n E2B FP16 16 tok/s 17 tok/s -6% 10.6 GB LM Studio community 2026-02-09
Qwen 3.5 4B Qwen 3.5 4B FP16 16 tok/s 18 tok/s -11% 8.7 GB Xybrid CLI community 2026-03-08
👨‍💻 DeepSeek Coder 6.7B FP16 12 tok/s 11 tok/s +9% 17.0 GB Jan community 2026-02-18
Gemma 3n E4B Gemma 3n E4B FP16 11 tok/s 11 tok/s +0% 17.5 GB Jan community 2026-05-28
🧠 DeepSeek R1 Distill 7B FP16 11 tok/s 10 tok/s +10% 18.4 GB LM Studio community 2026-01-15
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 11 tok/s 10 tok/s +10% 16.6 GB LM Studio community 2026-02-10
👁️ LLaVA 1.6 7B FP16 11 tok/s 10 tok/s +10% 17.4 GB Ollama community 2026-01-13
Qwen 2.5 7B Qwen 2.5 7B FP16 10 tok/s 10 tok/s +0% 19.3 GB Jan community 2026-04-23
Llama 3.1 8B Llama 3.1 8B FP16 10 tok/s 9 tok/s +11% 19.2 GB Ollama community 2026-01-14
🧠 Qwen3 8B FP16 10 tok/s 9 tok/s +11% 17.6 GB Ollama community 2026-03-01
Phi-4 Medium Phi-4 Medium Q8 10 tok/s 10 tok/s +0% 18.7 GB Xybrid CLI editorial 2026-02-24
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 10 tok/s 9 tok/s +11% 19.2 GB Xybrid CLI community 2026-03-14
Qwen 3.5 9B Qwen 3.5 9B FP16 9 tok/s 8 tok/s +13% 21.4 GB Xybrid CLI community 2026-04-19
LFM2.5 8B A1B LFM2.5 8B A1B FP16 9 tok/s 9 tok/s +0% 20.5 GB Jan community 2026-04-22
Mistral 7B Mistral 7B FP16 9 tok/s 10 tok/s -10% 18.0 GB Jan community 2026-01-18
🧠 DeepSeek R1 Distill 8B FP16 8 tok/s 9 tok/s -11% 18.6 GB Xybrid CLI community 2026-01-19
Gemma 4 26B A4B Gemma 4 26B A4B Q6 7 tok/s 7 tok/s +0% 22.9 GB Xybrid CLI community 2026-04-07
Mistral Nemo 12B Mistral Nemo 12B FP16 6 tok/s 6 tok/s +0% 25.8 GB Xybrid CLI community 2026-05-08
Gemma 4 31B Gemma 4 31B Q6 6 tok/s 6 tok/s +0% 26.6 GB LM Studio editorial 2026-05-08
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q5 6 tok/s 6 tok/s +0% 29.0 GB Jan community 2026-05-11
👨‍💻 Laguna XS.2 Q6 6 tok/s 6 tok/s +0% 29.7 GB LM Studio community 2026-02-09
🎨 FLUX.1 Schnell FP16 6 tok/s 6 tok/s +0% 30.6 GB Xybrid CLI community 2026-04-06
Gemma 3 12B Gemma 3 12B FP16 5 tok/s 6 tok/s -17% 27.5 GB LM Studio editorial 2026-02-08