Snapdragon X Elite Laptop 16GB

Windows High tier · Qualcomm Snapdragon X Elite (12-core Oryon) · 16 GB RAM · 136 GB/s bandwidth
View device page →
BENCHMARK RESULTS (71)
Model Quant Measured Estimated RAM used App Source Date
Wav2Vec2 Base Wav2Vec2 Base FP16 215 tok/s 200 tok/s +8% 0.3 GB Whisper Transcription community 2026-03-14
🔢 BGE Small FP16 211 tok/s 200 tok/s +6% 0.1 GB LM Studio community 2026-03-03
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 209 tok/s 200 tok/s +5% 0.5 GB Jan community 2026-01-01
🔢 GTE Large FP16 208 tok/s 200 tok/s +4% 0.7 GB LM Studio community 2026-03-01
Whisper Tiny Whisper Tiny FP16 206 tok/s 200 tok/s +3% 0.1 GB Xybrid CLI editorial 2026-04-05
Whisper Small Whisper Small FP16 206 tok/s 200 tok/s +3% 0.6 GB Xybrid CLI editorial 2026-03-28
🗣️ Kokoro 82M FP16 204 tok/s 200 tok/s +2% 0.5 GB Xybrid CLI community 2026-05-27
🗣️ KittenTTS Mini FP16 199 tok/s 200 tok/s +0% 0.2 GB Piper editorial 2026-01-21
🗣️ KittenTTS Nano FP16 198 tok/s 200 tok/s -1% 0.1 GB Xybrid CLI community 2026-01-17
🔢 all-MiniLM-L6-v2 FP16 187 tok/s 200 tok/s -6% 0.1 GB Jan community 2026-01-17
🔢 Nomic Embed Text FP16 184 tok/s 200 tok/s -8% 0.3 GB LM Studio editorial 2026-04-21
SmolLM2 135M SmolLM2 135M FP16 180 tok/s 200 tok/s -10% 0.3 GB Jan community 2026-03-24
Ternary Bonsai 4B Ternary Bonsai 4B Q2 154 tok/s 158 tok/s -3% 0.9 GB Xybrid CLI community 2026-03-27
Qwen 2.5 0.5B Qwen 2.5 0.5B Q8 145 tok/s 113 tok/s +28% 0.6 GB Ollama editorial 2026-03-20
🗣️ OuteTTS 0.3 500M FP16 142 tok/s 136 tok/s +4% 1.1 GB Piper editorial 2026-05-10
SmolLM2 360M SmolLM2 360M FP16 135 tok/s 148 tok/s -9% 1.2 GB Jan community 2026-02-20
👁️ SmolVLM 500M FP16 118 tok/s 124 tok/s -5% 1.4 GB Xybrid CLI community 2026-04-05
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 116 tok/s 117 tok/s -1% 1.4 GB Jan community 2026-05-26
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 114 tok/s 113 tok/s +1% 1.5 GB LM Studio editorial 2026-02-22
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 110 tok/s 113 tok/s -3% 1.3 GB Ollama community 2026-01-02
🗣️ NeuTTS Air FP16 91 tok/s 91 tok/s +0% 1.7 GB Piper community 2026-02-10
Ternary Bonsai 8B Ternary Bonsai 8B Q2 88 tok/s 85 tok/s +4% 1.8 GB LM Studio editorial 2026-05-11
Bonsai Image 4B Bonsai Image 4B Q2 83 tok/s 76 tok/s +9% 2.0 GB LM Studio editorial 2026-01-05
Whisper Medium Whisper Medium FP16 82 tok/s 91 tok/s -10% 1.9 GB Whisper Transcription editorial 2026-05-25
🎙️ Distil-Whisper Large V3 FP16 82 tok/s 91 tok/s -10% 1.8 GB Whisper Transcription community 2026-04-18
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 68 tok/s 76 tok/s -11% 2.2 GB LM Studio community 2026-05-27
🎨 Stable Diffusion Turbo FP16 68 tok/s 65 tok/s +5% 2.5 GB Xybrid CLI community 2026-03-23
TinyLlama 1.1B TinyLlama 1.1B FP16 67 tok/s 62 tok/s +8% 2.6 GB Jan community 2026-04-17
Gemma 3 1B Gemma 3 1B FP16 60 tok/s 62 tok/s -3% 2.6 GB Xybrid CLI community 2026-02-23
LFM2.5 1.2B LFM2.5 1.2B FP16 56 tok/s 58 tok/s -3% 2.5 GB Ollama community 2026-01-01
Phi-4 Mini Phi-4 Mini Q4 52 tok/s 17 tok/s +206% 2.4 GB LM Studio editorial 2026-03-20
Llama 3.2 1B Llama 3.2 1B FP16 52 tok/s 50 tok/s +4% 2.9 GB Ollama community 2026-02-26
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 46 tok/s 43 tok/s +7% 3.5 GB Xybrid CLI community 2026-05-26
🧠 DeepSeek R1 Distill 1.5B FP16 45 tok/s 41 tok/s +10% 4.0 GB Ollama community 2026-01-18
StableLM 2 1.6B StableLM 2 1.6B FP16 43 tok/s 41 tok/s +5% 3.9 GB Jan community 2026-02-07
Whisper Large V3 Whisper Large V3 FP16 41 tok/s 44 tok/s -7% 4.0 GB Xybrid CLI editorial 2026-01-02
SmolLM2 1.7B SmolLM2 1.7B FP16 40 tok/s 40 tok/s +0% 4.2 GB Jan community 2026-05-26
🗣️ Dia 1.6B FP16 38 tok/s 41 tok/s -7% 4.0 GB Xybrid CLI community 2026-04-11
👁️ Moondream 2B FP16 37 tok/s 37 tok/s +0% 4.7 GB Jan community 2026-04-18
Gemma 4 E2B Gemma 4 E2B FP16 34 tok/s 30 tok/s +13% 5.0 GB LM Studio community 2026-03-13
🎨 Stable Diffusion 3.5 Medium FP16 33 tok/s 30 tok/s +10% 5.6 GB Ollama community 2026-01-18
Qwen 3.5 2B Qwen 3.5 2B FP16 32 tok/s 32 tok/s +0% 5.0 GB LM Studio community 2026-01-22
👨‍💻 StarCoder2 3B FP16 24 tok/s 22 tok/s +9% 7.7 GB Ollama community 2026-02-21
🎨 SDXL Turbo FP16 22 tok/s 21 tok/s +5% 7.2 GB Ollama community 2026-01-05
Qwen 2.5 3B Qwen 2.5 3B FP16 20 tok/s 21 tok/s -5% 7.6 GB Xybrid CLI community 2026-01-20
👨‍💻 DeepSeek Coder 6.7B Q8 20 tok/s 19 tok/s +5% 8.6 GB Jan community 2026-02-10
👁️ LLaVA 1.6 7B Q8 20 tok/s 18 tok/s +11% 8.8 GB Xybrid CLI community 2026-04-21
Llama 3.2 3B Llama 3.2 3B FP16 19 tok/s 21 tok/s -10% 7.6 GB Jan community 2026-04-09
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 19 tok/s 21 tok/s -10% 7.9 GB Xybrid CLI community 2026-05-24
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B Q8 19 tok/s 17 tok/s +12% 9.6 GB Xybrid CLI community 2026-03-13
Phi-4 Mini Phi-4 Mini FP16 18 tok/s 17 tok/s +6% 9.5 GB Ollama community 2026-05-11
Qwen 2.5 VL 7B Qwen 2.5 VL 7B Q8 18 tok/s 16 tok/s +13% 9.6 GB Xybrid CLI editorial 2026-01-03
Gemma 3n E4B Gemma 3n E4B Q8 17 tok/s 19 tok/s -11% 9.1 GB Xybrid CLI community 2026-04-19
LFM2.5 8B A1B LFM2.5 8B A1B Q8 17 tok/s 15 tok/s +13% 10.5 GB Xybrid CLI community 2026-05-23
🧠 DeepSeek R1 Distill 7B Q8 17 tok/s 17 tok/s +0% 8.8 GB Ollama community 2026-02-09
Mistral 7B Mistral 7B Q8 17 tok/s 17 tok/s +0% 9.1 GB Ollama community 2026-02-06
Gemma 3n E2B Gemma 3n E2B FP16 16 tok/s 15 tok/s +7% 10.3 GB Jan community 2026-03-15
Qwen 2.5 7B Qwen 2.5 7B Q8 16 tok/s 17 tok/s -6% 9.2 GB Jan community 2026-04-08
Llama 3.1 8B Llama 3.1 8B Q8 16 tok/s 16 tok/s +0% 10.8 GB Xybrid CLI editorial 2026-01-19
🎨 FLUX.1 Schnell Q6 16 tok/s 15 tok/s +7% 10.0 GB Ollama community 2026-04-07
Gemma 3 4B Gemma 3 4B FP16 15 tok/s 15 tok/s +0% 9.5 GB LM Studio editorial 2026-01-14
Qwen 3.5 4B Qwen 3.5 4B FP16 15 tok/s 17 tok/s -12% 9.2 GB Jan community 2026-05-13
Qwen 3.5 9B Qwen 3.5 9B Q8 15 tok/s 14 tok/s +7% 11.5 GB Ollama community 2026-02-19
Gemma 4 E4B Gemma 4 E4B FP16 14 tok/s 15 tok/s -7% 10.5 GB Ollama community 2026-02-12
Gemma 4 26B A4B Gemma 4 26B A4B Q2 14 tok/s 14 tok/s +0% 12.6 GB LM Studio editorial 2026-01-20
Gemma 4 31B Gemma 4 31B Q2 14 tok/s 13 tok/s +8% 11.8 GB Jan community 2026-02-10
🧠 DeepSeek R1 Distill 8B Q8 14 tok/s 16 tok/s -12% 10.7 GB Jan community 2026-03-26
🧠 Qwen3 8B Q8 14 tok/s 16 tok/s -12% 11.0 GB Jan community 2026-02-20
Gemma 3 12B Gemma 3 12B Q6 12 tok/s 14 tok/s -14% 11.9 GB LM Studio editorial 2026-05-25
Mistral Nemo 12B Mistral Nemo 12B Q6 12 tok/s 14 tok/s -14% 11.5 GB LM Studio community 2026-04-20
Phi-4 Medium Phi-4 Medium Q6 12 tok/s 13 tok/s -8% 12.3 GB Ollama editorial 2026-03-17
← All benchmarks