Alzeo / Models
Nine models, measured on a DGX Spark
Each one is a lane: pinned, proved before it serves, and loaded with one button. Numbers from an ASUS Ascent GX10 with 128 GB, with their method.
| Model | Measured | What it is | 64 GB box |
|---|---|---|---|
| Qwen3.8 27B Qwen | 65.2 to 68.5 tok/s greedy median in two runs, one request (2026-11-05) | Text and code, a 1M-token window | Yes |
| Qwen3.8 Flash-Next Qwen | 47.9 tok/s on code, with FLASH_TIER=context | A 176B mixture of experts on one box | No |
| Qwen3.8 Flash-Next FP4-Local NVIDIA | 55.4 tok/s greedy median, at its default effort | The FP4 build of the flash model | No |
| Nemotron 3.5 Bolt NVIDIA | 140 tok/s rewriting code, one request, reasoning off | A 74B that reads images and video | Yes |
| Nemotron 3.5 Super VL NVIDIA | 69.5 tok/s rewriting code, one request, reasoning off | A 120B with vision and a 1M-token window | No |
| Ornith 1.5 122B Ornith AI | 42.4 tok/s greedy median, one request | A 122B mixture of experts with vision | No |
| Kolibri-1 Aleph Alpha | 48.0 tok/s one request | German and English | No |
| Qwen-Image 2.1 Qwen | 7.5 s with its Turbo, per 1024×1024 image | Images from a prompt | No |
| MiniMax-H3 MiniMax | 126.2 to 127.9 s with the Turbo adapter, for 4 s of 480P video | Video with sound | No |