Atom 1 64GB

Linux Ultra tier · 12-core ARM v9 + NVIDIA GPU · 64 GB RAM · 273 GB/s bandwidth
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BENCHMARK RESULTS (73)
Model Quant Measured Estimated RAM used App Source Date
SmolLM2 360M SmolLM2 360M FP16 220 tok/s 200 tok/s +10% 1.0 GB Ollama community 2026-04-11
🗣️ KittenTTS Mini FP16 214 tok/s 200 tok/s +7% 0.2 GB Xybrid CLI community 2026-01-04
🔢 all-MiniLM-L6-v2 FP16 213 tok/s 200 tok/s +7% 0.1 GB Ollama editorial 2026-05-12
👁️ SmolVLM 500M FP16 212 tok/s 200 tok/s +6% 1.3 GB Jan community 2026-03-15
Bonsai 8B (1-bit) Bonsai 8B (1-bit) Q1 210 tok/s 200 tok/s +5% 1.5 GB Ollama editorial 2026-02-27
🗣️ Kokoro 82M FP16 207 tok/s 200 tok/s +4% 0.4 GB Xybrid CLI community 2026-02-09
🗣️ KittenTTS Nano FP16 206 tok/s 200 tok/s +3% 0.1 GB Piper editorial 2026-05-11
🗣️ OuteTTS 0.3 500M FP16 205 tok/s 200 tok/s +3% 1.3 GB Piper editorial 2026-02-15
🔢 BGE Small FP16 202 tok/s 200 tok/s +1% 0.1 GB Jan community 2026-04-19
🎙️ Distil-Whisper Large V3 FP16 201 tok/s 182 tok/s +10% 1.6 GB Whisper Transcription community 2026-01-03
Ternary Bonsai 4B Ternary Bonsai 4B Q2 200 tok/s 200 tok/s +0% 1.1 GB Xybrid CLI editorial 2026-01-18
Whisper Tiny Whisper Tiny FP16 199 tok/s 200 tok/s +0% 0.1 GB Xybrid CLI community 2026-02-10
Whisper Medium Whisper Medium FP16 198 tok/s 182 tok/s +9% 1.8 GB Xybrid CLI community 2026-01-15
Wav2Vec2 Base Wav2Vec2 Base FP16 197 tok/s 200 tok/s -1% 0.2 GB Whisper Transcription community 2026-03-28
Qwen 2.5 0.5B Qwen 2.5 0.5B FP16 196 tok/s 200 tok/s -2% 1.4 GB Ollama community 2026-04-22
SmolLM2 135M SmolLM2 135M FP16 194 tok/s 200 tok/s -3% 0.3 GB Ollama community 2026-01-01
🔢 Nomic Embed Text FP16 194 tok/s 200 tok/s -3% 0.3 GB Xybrid CLI community 2026-05-08
Ternary Bonsai 1.7B Ternary Bonsai 1.7B Q2 193 tok/s 200 tok/s -4% 0.5 GB Xybrid CLI community 2026-05-14
🔢 GTE Large FP16 192 tok/s 200 tok/s -4% 0.8 GB Ollama community 2026-03-14
Qwen 2.5 Coder 0.5B Qwen 2.5 Coder 0.5B FP16 189 tok/s 200 tok/s -5% 1.5 GB Jan community 2026-03-01
Ternary Bonsai 8B Ternary Bonsai 8B Q2 182 tok/s 171 tok/s +6% 2.0 GB Jan community 2026-03-15
Whisper Small Whisper Small FP16 178 tok/s 200 tok/s -11% 0.6 GB Xybrid CLI community 2026-01-17
🗣️ NeuTTS Air FP16 175 tok/s 182 tok/s -4% 1.9 GB Xybrid CLI community 2026-04-03
Qwen 3.5 0.8B Qwen 3.5 0.8B FP16 167 tok/s 152 tok/s +10% 2.1 GB Ollama community 2026-01-16
Bonsai Image 4B Bonsai Image 4B Q2 166 tok/s 152 tok/s +9% 2.1 GB Xybrid CLI community 2026-04-21
🎨 Stable Diffusion Turbo FP16 141 tok/s 130 tok/s +8% 2.2 GB Xybrid CLI community 2026-02-09
LFM2.5 1.2B LFM2.5 1.2B FP16 131 tok/s 117 tok/s +12% 2.7 GB LM Studio editorial 2026-01-04
Gemma 3 1B Gemma 3 1B FP16 123 tok/s 124 tok/s -1% 2.4 GB LM Studio community 2026-05-10
TinyLlama 1.1B TinyLlama 1.1B FP16 122 tok/s 124 tok/s -2% 2.4 GB Xybrid CLI community 2026-05-08
Llama 3.2 1B Llama 3.2 1B FP16 102 tok/s 101 tok/s +1% 2.9 GB Xybrid CLI community 2026-04-03
Whisper Large V3 Whisper Large V3 FP16 94 tok/s 88 tok/s +7% 3.3 GB Xybrid CLI community 2026-03-17
🗣️ Dia 1.6B FP16 88 tok/s 83 tok/s +6% 3.8 GB Piper editorial 2026-05-12
SmolLM2 1.7B SmolLM2 1.7B FP16 84 tok/s 80 tok/s +5% 4.0 GB Jan community 2026-03-17
🧠 DeepSeek R1 Distill 1.5B FP16 83 tok/s 83 tok/s +0% 3.7 GB Ollama community 2026-02-10
Qwen 2.5 Coder 1.5B Qwen 2.5 Coder 1.5B FP16 78 tok/s 85 tok/s -8% 3.8 GB Jan community 2026-04-08
👁️ Moondream 2B FP16 75 tok/s 74 tok/s +1% 4.1 GB Jan community 2026-02-07
StableLM 2 1.6B StableLM 2 1.6B FP16 74 tok/s 83 tok/s -11% 3.8 GB LM Studio editorial 2026-03-14
Qwen 3.5 2B Qwen 3.5 2B FP16 72 tok/s 65 tok/s +11% 4.7 GB LM Studio editorial 2026-01-05
Gemma 4 E2B Gemma 4 E2B FP16 66 tok/s 61 tok/s +8% 5.3 GB Jan community 2026-03-11
🎨 Stable Diffusion 3.5 Medium FP16 58 tok/s 59 tok/s -2% 5.4 GB Jan community 2026-02-14
Qwen 2.5 Coder 3B Qwen 2.5 Coder 3B FP16 47 tok/s 43 tok/s +9% 7.5 GB Ollama community 2026-01-13
👨‍💻 StarCoder2 3B FP16 45 tok/s 44 tok/s +2% 7.5 GB LM Studio community 2026-02-26
Llama 3.2 3B Llama 3.2 3B FP16 42 tok/s 41 tok/s +2% 8.3 GB Jan community 2026-05-24
🎨 SDXL Turbo FP16 42 tok/s 42 tok/s +0% 7.0 GB LM Studio community 2026-04-05
Qwen 2.5 3B Qwen 2.5 3B FP16 39 tok/s 43 tok/s -9% 7.5 GB LM Studio community 2026-02-07
Phi-4 Mini Phi-4 Mini FP16 38 tok/s 35 tok/s +9% 9.2 GB Xybrid CLI community 2026-03-16
Qwen 3.5 4B Qwen 3.5 4B FP16 29 tok/s 33 tok/s -12% 9.1 GB LM Studio editorial 2026-02-11
Gemma 3n E2B Gemma 3n E2B FP16 28 tok/s 31 tok/s -10% 11.4 GB Jan community 2026-02-22
Gemma 3 4B Gemma 3 4B FP16 28 tok/s 31 tok/s -10% 10.5 GB Jan community 2026-01-17
Gemma 4 E4B Gemma 4 E4B FP16 28 tok/s 30 tok/s -7% 9.5 GB LM Studio community 2026-01-03
👁️ LLaVA 1.6 7B FP16 21 tok/s 19 tok/s +11% 15.5 GB LM Studio community 2026-02-11
Gemma 3n E4B Gemma 3n E4B FP16 20 tok/s 20 tok/s +0% 15.0 GB Xybrid CLI community 2026-05-09
👨‍💻 DeepSeek Coder 6.7B FP16 19 tok/s 20 tok/s -5% 16.8 GB Jan community 2026-03-01
Qwen 2.5 Coder 7B Qwen 2.5 Coder 7B FP16 19 tok/s 18 tok/s +6% 16.6 GB Jan community 2026-01-02
Mistral 7B Mistral 7B FP16 18 tok/s 19 tok/s -5% 18.9 GB Xybrid CLI community 2026-03-28
🧠 DeepSeek R1 Distill 8B FP16 18 tok/s 17 tok/s +6% 18.5 GB Jan community 2026-02-09
Qwen 2.5 7B Qwen 2.5 7B FP16 17 tok/s 18 tok/s -6% 19.0 GB Jan community 2026-03-28
🧠 DeepSeek R1 Distill 7B FP16 17 tok/s 18 tok/s -6% 18.9 GB Ollama community 2026-03-15
Qwen 2.5 VL 7B Qwen 2.5 VL 7B FP16 17 tok/s 17 tok/s +0% 18.5 GB Jan community 2026-02-07
Qwen 3.5 9B Qwen 3.5 9B FP16 16 tok/s 15 tok/s +7% 20.8 GB Jan community 2026-03-13
Llama 3.1 8B Llama 3.1 8B FP16 15 tok/s 17 tok/s -12% 18.1 GB LM Studio editorial 2026-02-09
LFM2.5 8B A1B LFM2.5 8B A1B FP16 15 tok/s 16 tok/s -6% 21.0 GB Jan community 2026-03-28
🧠 Qwen3 8B FP16 15 tok/s 16 tok/s -6% 17.7 GB LM Studio community 2026-01-01
Gemma 3 12B Gemma 3 12B FP16 11 tok/s 11 tok/s +0% 30.3 GB Ollama community 2026-05-23
🎨 FLUX.1 Schnell FP16 11 tok/s 11 tok/s +0% 26.2 GB Xybrid CLI community 2026-04-05
Mistral Nemo 12B Mistral Nemo 12B FP16 10 tok/s 11 tok/s -9% 31.0 GB Ollama community 2026-01-18
Gemma 4 26B A4B Gemma 4 26B A4B Q8 10 tok/s 10 tok/s +0% 30.0 GB Xybrid CLI community 2026-04-07
Phi-4 Medium Phi-4 Medium FP16 10 tok/s 10 tok/s +0% 29.9 GB Ollama community 2026-02-27
👨‍💻 Laguna XS.2 Q8 8 tok/s 8 tok/s +0% 37.4 GB Xybrid CLI community 2026-05-27
Gemma 4 31B Gemma 4 31B Q8 7 tok/s 8 tok/s -12% 37.6 GB LM Studio editorial 2026-02-09
Qwen 3.5 35B A3B Qwen 3.5 35B A3B Q8 7 tok/s 7 tok/s +0% 42.0 GB Jan community 2026-03-17
Llama 4 Scout Llama 4 Scout Q2 6 tok/s 7 tok/s -14% 47.9 GB LM Studio editorial 2026-03-14
Qwen3 Coder Next Qwen3 Coder Next Q4 6 tok/s 6 tok/s +0% 56.8 GB Jan community 2026-04-22
← All benchmarks