Model Quant Measured Estimated RAM used App Source Date
SmolLM2 135M SmolLM2 135M FP16 205 tok/s 200 tok/s +3% 0.3 GB Jan community 2026-04-21
Wav2Vec2 Base Wav2Vec2 Base FP16 202 tok/s 200 tok/s +1% 0.3 GB Xybrid CLI community 2026-03-12
🗣️ KittenTTS Mini FP16 197 tok/s 200 tok/s -1% 0.2 GB Piper community 2026-02-09
Whisper Tiny Whisper Tiny FP16 190 tok/s 200 tok/s -5% 0.1 GB MacWhisper community 2026-04-18
🔢 all-MiniLM-L6-v2 FP16 187 tok/s 200 tok/s -6% 0.1 GB LM Studio editorial 2026-04-22
🔢 Nomic Embed Text FP16 181 tok/s 200 tok/s -9% 0.3 GB Xybrid CLI editorial 2026-05-25
🗣️ KittenTTS Nano FP16 179 tok/s 200 tok/s -10% 0.1 GB Xybrid CLI community 2026-05-24
🔢 BGE Small FP16 178 tok/s 200 tok/s -11% 0.1 GB Jan community 2026-04-05
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 174 tok/s 180 tok/s -3% 0.5 GB Xybrid CLI community 2026-03-26
🗣️ Kokoro 82M FP16 168 tok/s 190 tok/s -12% 0.4 GB Piper editorial 2026-01-05
Whisper Small Whisper Small FP16 147 tok/s 139 tok/s +6% 0.6 GB MacWhisper editorial 2026-02-25
🔢 GTE Large FP16 98 tok/s 102 tok/s -4% 0.9 GB LM Studio editorial 2026-05-26
Ternary Bonsai 4B Ternary Bonsai 4B Q2 71 tok/s 79 tok/s -10% 1.0 GB LM Studio community 2026-03-12
SmolLM2 360M SmolLM2 360M FP16 68 tok/s 74 tok/s -8% 1.2 GB Jan community 2026-03-26
🗣️ OuteTTS 0.3 500M FP16 68 tok/s 68 tok/s +0% 1.3 GB Xybrid CLI community 2026-05-27
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 64 tok/s 59 tok/s +8% 1.4 GB Ollama community 2026-01-15
👁️ SmolVLM 500M FP16 61 tok/s 62 tok/s -2% 1.2 GB Xybrid CLI community 2026-04-03
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 54 tok/s 57 tok/s -5% 1.5 GB LM Studio editorial 2026-01-04
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 51 tok/s 57 tok/s -11% 1.3 GB Jan community 2026-05-14
Llama 3.2 1B Llama 3.2 1B Q8 48 tok/s 25 tok/s +92% 1.8 GB Ollama editorial 2026-03-15
🗣️ NeuTTS Air FP16 47 tok/s 46 tok/s +2% 1.9 GB Piper community 2026-02-23
🎙️ Distil-Whisper Large V3 FP16 47 tok/s 46 tok/s +2% 1.9 GB MacWhisper editorial 2026-02-27
Ternary Bonsai 8B Ternary Bonsai 8B Q2 46 tok/s 43 tok/s +7% 2.1 GB Xybrid CLI community 2026-05-25
Whisper Medium Whisper Medium FP16 45 tok/s 46 tok/s -2% 1.8 GB Xybrid CLI community 2026-01-17
Bonsai Image 4B Bonsai Image 4B Q2 42 tok/s 38 tok/s +11% 2.1 GB Ollama editorial 2026-02-22
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 39 tok/s 38 tok/s +3% 2.1 GB Jan community 2026-02-08
🎨 Stable Diffusion Turbo FP16 36 tok/s 33 tok/s +9% 2.6 GB Xybrid CLI editorial 2026-03-13
Gemma 3 1B Gemma 3 1B FP16 32 tok/s 31 tok/s +3% 2.4 GB Jan community 2026-02-08
LFM2.5 1.2B LFM2.5 1.2B FP16 30 tok/s 29 tok/s +3% 2.6 GB Jan community 2026-03-14
Phi-4 Mini Phi-4 Mini Q4 28 tok/s 9 tok/s +211% 2.4 GB LM Studio editorial 2026-03-15
TinyLlama 1.1B TinyLlama 1.1B FP16 27 tok/s 31 tok/s -13% 2.8 GB Xybrid CLI editorial 2026-03-17
Llama 3.2 1B Llama 3.2 1B FP16 23 tok/s 25 tok/s -8% 3.1 GB Jan community 2026-01-18
🧠 DeepSeek R1 Distill 1.5B FP16 23 tok/s 21 tok/s +10% 4.0 GB Ollama community 2026-01-13
🗣️ Dia 1.6B FP16 23 tok/s 21 tok/s +10% 3.7 GB Piper community 2026-04-09
Whisper Large V3 Whisper Large V3 FP16 23 tok/s 22 tok/s +5% 4.0 GB MacWhisper editorial 2026-03-01
StableLM 2 1.6B StableLM 2 1.6B FP16 22 tok/s 21 tok/s +5% 3.8 GB Jan community 2026-03-16
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 22 tok/s 21 tok/s +5% 4.1 GB Xybrid CLI community 2026-01-03
SmolLM2 1.7B SmolLM2 1.7B FP16 20 tok/s 20 tok/s +0% 3.6 GB Xybrid CLI community 2026-03-28
Gemma 4 E2B Gemma 4 E2B FP16 17 tok/s 15 tok/s +13% 4.9 GB LM Studio community 2026-01-06
Qwen 3.5 2B Qwen 3.5 2B FP16 17 tok/s 16 tok/s +6% 5.4 GB Ollama editorial 2026-03-05
👁️ Moondream 2B FP16 17 tok/s 18 tok/s -6% 4.5 GB Ollama community 2026-01-20
🎨 Stable Diffusion 3.5 Medium FP16 16 tok/s 15 tok/s +7% 5.1 GB LM Studio editorial 2026-04-06
Llama 3.2 3B Llama 3.2 3B FP16 11 tok/s 10 tok/s +10% 7.4 GB Ollama community 2026-04-08
👨‍💻 StarCoder2 3B FP16 11 tok/s 11 tok/s +0% 7.8 GB Jan community 2026-04-21
🎨 SDXL Turbo FP16 11 tok/s 11 tok/s +0% 7.5 GB Ollama community 2026-02-11
Qwen 2.5 3B Qwen 2.5 3B FP16 10 tok/s 11 tok/s -9% 6.8 GB LM Studio community 2026-05-24
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 10 tok/s 11 tok/s -9% 7.3 GB Jan community 2026-04-08
Gemma 3 4B Gemma 3 4B FP16 9 tok/s 8 tok/s +13% 10.7 GB Ollama community 2026-01-13
Phi-4 Mini Phi-4 Mini FP16 9 tok/s 9 tok/s +0% 10.0 GB Jan community 2026-05-28
👨‍💻 DeepSeek Coder 6.7B Q8 9 tok/s 9 tok/s +0% 7.6 GB Ollama community 2026-01-05
👁️ LLaVA 1.6 7B Q8 9 tok/s 9 tok/s +0% 9.2 GB Xybrid CLI community 2026-01-17
Gemma 3n E2B Gemma 3n E2B FP16 8 tok/s 8 tok/s +0% 11.0 GB LM Studio community 2026-01-22
Gemma 3n E4B Gemma 3n E4B Q8 8 tok/s 9 tok/s -11% 8.6 GB Jan community 2026-05-14
Qwen 2.5 7B Qwen 2.5 7B Q8 8 tok/s 8 tok/s +0% 9.5 GB Jan community 2026-03-13
Gemma 4 E4B Gemma 4 E4B FP16 8 tok/s 8 tok/s +0% 11.1 GB Ollama community 2026-04-20
Gemma 4 26B A4B Gemma 4 26B A4B Q2 8 tok/s 7 tok/s +14% 12.5 GB Xybrid CLI editorial 2026-05-25
Qwen 3.5 4B Qwen 3.5 4B FP16 8 tok/s 8 tok/s +0% 10.5 GB LM Studio editorial 2026-01-20
🧠 DeepSeek R1 Distill 7B Q8 8 tok/s 8 tok/s +0% 9.5 GB Jan community 2026-05-12
🧠 Qwen3 8B Q8 8 tok/s 8 tok/s +0% 9.6 GB LM Studio editorial 2026-01-14
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 8 tok/s 8 tok/s +0% 10.3 GB Xybrid CLI editorial 2026-03-01
🎨 FLUX.1 Schnell Q6 8 tok/s 7 tok/s +14% 10.4 GB Ollama community 2026-03-01
Llama 3.1 8B Llama 3.1 8B Q8 7 tok/s 8 tok/s -12% 9.6 GB Jan community 2026-05-13
Gemma 3 12B Gemma 3 12B Q6 7 tok/s 7 tok/s +0% 11.3 GB Jan community 2026-03-12
Mistral Nemo 12B Mistral Nemo 12B Q6 7 tok/s 7 tok/s +0% 9.9 GB LM Studio community 2026-03-03
Qwen 3.5 9B Qwen 3.5 9B Q8 7 tok/s 7 tok/s +0% 12.2 GB Ollama community 2026-03-17
LFM2.5 8B A1B LFM2.5 8B A1B Q8 7 tok/s 8 tok/s -12% 9.4 GB Jan community 2026-04-08
Mistral 7B Mistral 7B Q8 7 tok/s 8 tok/s -12% 10.3 GB Xybrid CLI editorial 2026-03-16
🧠 DeepSeek R1 Distill 8B Q8 7 tok/s 8 tok/s -12% 10.8 GB Jan community 2026-02-21
👨‍💻 Laguna XS.2 Q2 7 tok/s 6 tok/s +17% 13.6 GB LM Studio community 2026-03-14
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 7 tok/s 8 tok/s -12% 10.7 GB Ollama community 2026-02-22
Gemma 4 31B Gemma 4 31B Q2 6 tok/s 7 tok/s -14% 13.3 GB LM Studio editorial 2026-05-27
Phi-4 Medium Phi-4 Medium Q6 6 tok/s 6 tok/s +0% 11.6 GB Xybrid CLI community 2026-03-27