Model Quant Measured Estimated RAM used App Source Date
🔢 BGE Small FP16 221 tok/s 200 tok/s +11% 0.1 GB Xybrid CLI editorial 2026-05-23
SmolLM2 135M SmolLM2 135M FP16 219 tok/s 200 tok/s +10% 0.3 GB Ollama community 2026-02-22
🔢 all-MiniLM-L6-v2 FP16 218 tok/s 200 tok/s +9% 0.1 GB Ollama community 2026-04-09
Whisper Tiny Whisper Tiny FP16 210 tok/s 200 tok/s +5% 0.1 GB MacWhisper community 2026-05-18
🔢 Nomic Embed Text FP16 196 tok/s 200 tok/s -2% 0.3 GB Jan community 2026-04-10
Wav2Vec2 Base Wav2Vec2 Base FP16 183 tok/s 200 tok/s -8% 0.3 GB Xybrid CLI community 2026-05-14
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 181 tok/s 180 tok/s +1% 0.4 GB LM Studio community 2026-04-06
🗣️ KittenTTS Mini FP16 180 tok/s 200 tok/s -10% 0.2 GB Xybrid CLI community 2026-05-13
🗣️ KittenTTS Nano FP16 178 tok/s 200 tok/s -11% 0.1 GB Xybrid CLI community 2026-04-09
🗣️ Kokoro 82M FP16 177 tok/s 190 tok/s -7% 0.4 GB Piper community 2026-03-25
Whisper Small Whisper Small FP16 124 tok/s 139 tok/s -11% 0.5 GB Xybrid CLI community 2026-04-08
🔢 GTE Large FP16 111 tok/s 102 tok/s +9% 0.8 GB Xybrid CLI community 2026-04-21
Ternary Bonsai 4B Ternary Bonsai 4B Q2 87 tok/s 79 tok/s +10% 1.0 GB LM Studio editorial 2026-02-11
🗣️ OuteTTS 0.3 500M FP16 74 tok/s 68 tok/s +9% 1.1 GB Xybrid CLI community 2026-01-06
SmolLM2 360M SmolLM2 360M FP16 71 tok/s 74 tok/s -4% 1.1 GB Ollama editorial 2026-04-22
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 62 tok/s 57 tok/s +9% 1.3 GB Ollama community 2026-03-28
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 58 tok/s 57 tok/s +2% 1.5 GB LM Studio editorial 2026-02-27
👁️ SmolVLM 500M FP16 58 tok/s 62 tok/s -6% 1.2 GB Jan community 2026-03-28
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 55 tok/s 59 tok/s -7% 1.5 GB Jan community 2026-02-22
Gemma 3 1B Gemma 3 1B Q8 52 tok/s 31 tok/s +68% 1.5 GB Ollama editorial 2026-03-20
Whisper Medium Whisper Medium FP16 49 tok/s 46 tok/s +7% 1.6 GB MacWhisper community 2026-03-01
🎙️ Distil-Whisper Large V3 FP16 49 tok/s 46 tok/s +7% 1.6 GB MacWhisper community 2026-04-06
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 42 tok/s 38 tok/s +11% 2.0 GB Ollama community 2026-03-02
🗣️ NeuTTS Air FP16 42 tok/s 46 tok/s -9% 1.8 GB Xybrid CLI community 2026-05-14
Bonsai Image 4B Bonsai Image 4B Q2 41 tok/s 38 tok/s +8% 1.9 GB Xybrid CLI community 2026-05-27
Ternary Bonsai 8B Ternary Bonsai 8B Q2 39 tok/s 43 tok/s -9% 1.7 GB LM Studio community 2026-02-09
🎨 Stable Diffusion Turbo FP16 36 tok/s 33 tok/s +9% 2.6 GB Xybrid CLI community 2026-04-21
Gemma 3 1B Gemma 3 1B FP16 33 tok/s 31 tok/s +6% 2.6 GB Jan community 2026-02-08
Phi-4 Mini Phi-4 Mini Q4 28 tok/s 9 tok/s +211% 2.4 GB LM Studio editorial 2026-03-20
LFM2.5 1.2B LFM2.5 1.2B FP16 28 tok/s 29 tok/s -3% 2.8 GB Xybrid CLI community 2026-05-13
TinyLlama 1.1B TinyLlama 1.1B FP16 28 tok/s 31 tok/s -10% 2.7 GB LM Studio community 2026-04-20
Llama 3.2 1B Llama 3.2 1B FP16 25 tok/s 25 tok/s +0% 3.3 GB Xybrid CLI community 2026-05-16
Whisper Large V3 Whisper Large V3 FP16 24 tok/s 22 tok/s +9% 3.7 GB Xybrid CLI community 2026-04-20
StableLM 2 1.6B StableLM 2 1.6B FP16 23 tok/s 21 tok/s +10% 4.0 GB Xybrid CLI community 2026-03-16
SmolLM2 1.7B SmolLM2 1.7B FP16 22 tok/s 20 tok/s +10% 4.1 GB Ollama community 2026-02-23
🗣️ Dia 1.6B FP16 22 tok/s 21 tok/s +5% 3.5 GB Piper community 2026-03-05
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 21 tok/s 21 tok/s +0% 3.6 GB LM Studio editorial 2026-05-10
🧠 DeepSeek R1 Distill 1.5B FP16 20 tok/s 21 tok/s -5% 3.8 GB Ollama community 2026-03-14
👁️ Moondream 2B FP16 17 tok/s 18 tok/s -6% 4.5 GB Ollama community 2026-03-16
Gemma 4 E2B Gemma 4 E2B FP16 16 tok/s 15 tok/s +7% 5.4 GB LM Studio community 2026-05-21
Qwen 3.5 2B Qwen 3.5 2B FP16 14 tok/s 16 tok/s -12% 5.0 GB Xybrid CLI community 2026-05-24
🎨 Stable Diffusion 3.5 Medium FP16 13 tok/s 15 tok/s -13% 5.1 GB LM Studio editorial 2026-02-09
Qwen 2.5 3B Qwen 2.5 3B FP16 12 tok/s 11 tok/s +9% 7.0 GB Ollama community 2026-04-07
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 11 tok/s 11 tok/s +0% 6.8 GB LM Studio community 2026-02-22
🎨 SDXL Turbo FP16 11 tok/s 11 tok/s +0% 6.9 GB Ollama community 2026-01-03
👨‍💻 StarCoder2 3B FP16 10 tok/s 11 tok/s -9% 6.6 GB Xybrid CLI community 2026-03-26
Llama 3.2 3B Llama 3.2 3B FP16 9 tok/s 10 tok/s -10% 8.0 GB Xybrid CLI community 2026-05-15
Gemma 3n E4B Gemma 3n E4B Q8 9 tok/s 9 tok/s +0% 8.7 GB Xybrid CLI community 2026-01-22
Mistral 7B Mistral 7B Q8 9 tok/s 8 tok/s +13% 8.9 GB Ollama community 2026-04-07
🧠 Qwen3 8B Q8 9 tok/s 8 tok/s +13% 9.2 GB Xybrid CLI community 2026-01-05
👨‍💻 DeepSeek Coder 6.7B Q8 9 tok/s 9 tok/s +0% 7.7 GB Ollama community 2026-01-04
👁️ LLaVA 1.6 7B Q8 9 tok/s 9 tok/s +0% 8.2 GB Ollama community 2026-02-09
Gemma 3 4B Gemma 3 4B FP16 8 tok/s 8 tok/s +0% 11.0 GB Jan community 2026-04-20
Qwen 2.5 7B Qwen 2.5 7B Q8 8 tok/s 8 tok/s +0% 10.5 GB LM Studio editorial 2026-02-24
Llama 3.1 8B Llama 3.1 8B Q8 8 tok/s 8 tok/s +0% 10.5 GB LM Studio community 2026-01-22
Gemma 4 E4B Gemma 4 E4B FP16 8 tok/s 8 tok/s +0% 10.2 GB LM Studio editorial 2026-04-06
Qwen 3.5 9B Qwen 3.5 9B Q8 8 tok/s 7 tok/s +14% 10.3 GB Xybrid CLI community 2026-01-02
Phi-4 Mini Phi-4 Mini FP16 8 tok/s 9 tok/s -11% 9.8 GB Jan community 2026-03-27
🧠 DeepSeek R1 Distill 7B Q8 8 tok/s 8 tok/s +0% 10.2 GB LM Studio editorial 2026-01-21
🧠 DeepSeek R1 Distill 8B Q8 8 tok/s 8 tok/s +0% 10.4 GB Ollama community 2026-04-18
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 8 tok/s 8 tok/s +0% 9.8 GB Xybrid CLI community 2026-02-25
Gemma 3n E2B Gemma 3n E2B FP16 7 tok/s 8 tok/s -12% 10.3 GB Jan community 2026-04-06
Mistral Nemo 12B Mistral Nemo 12B Q6 7 tok/s 7 tok/s +0% 11.3 GB Jan community 2026-01-17
Gemma 4 26B A4B Gemma 4 26B A4B Q2 7 tok/s 7 tok/s +0% 12.8 GB LM Studio editorial 2026-01-20
Gemma 4 31B Gemma 4 31B Q2 7 tok/s 7 tok/s +0% 12.3 GB Jan community 2026-02-08
Qwen 3.5 4B Qwen 3.5 4B FP16 7 tok/s 8 tok/s -12% 9.9 GB LM Studio community 2026-04-19
LFM2.5 8B A1B LFM2.5 8B A1B Q8 7 tok/s 8 tok/s -12% 10.8 GB Xybrid CLI community 2026-04-18
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 7 tok/s 8 tok/s -12% 10.5 GB Jan community 2026-02-22
🎨 FLUX.1 Schnell Q6 7 tok/s 7 tok/s +0% 11.5 GB LM Studio community 2026-02-23
Gemma 3 12B Gemma 3 12B Q6 6 tok/s 7 tok/s -14% 10.8 GB Jan community 2026-04-08
Phi-4 Medium Phi-4 Medium Q6 6 tok/s 6 tok/s +0% 13.2 GB Ollama community 2026-05-24
👨‍💻 Laguna XS.2 Q2 6 tok/s 6 tok/s +0% 12.1 GB Ollama community 2026-02-09