Laguna XS 2.1
36 records across 8 hardware.
| hardware | model | quant | backend | tok/s | pp tok/s | W | ttft s | ctx/tg | date | class | flags | source |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M5 Max | Laguna XS 2.1 | 4bit | oMLX | 127.3 | 2651.0 | – | – | 16384 | 2026-10-09 | community | – | source |
| M5 Max | Laguna XS 2.1 | 4bit | oMLX | 108.3 | 2466.0 | – | – | 32768 | 2026-10-09 | community | – | source |
| M5 Max | Laguna XS 2.1 | 4bit | oMLX | 106.3 | 2553.0 | – | – | 32768 | 2026-10-11 | community | – | source |
| M5 Max | Laguna XS 2.1 | 4bit | oMLX | 106.3 | 2553.0 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Ultra | Laguna XS 2.1 | 4bit | oMLX | 97.1 | 973.2 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | Laguna XS 2.1 | 4bit | oMLX | 92.1 | 555.1 | – | – | 1024 | 2026-10-14 | community | – | source |
| M2 Ultra | Laguna XS 2.1 | 4bit | oMLX | 91.3 | 1101.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 90.0 | 2417.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M4 Pro | Laguna XS 2.1 | 4bit | oMLX | 86.7 | 616.1 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Max | Laguna XS 2.1 | 4bit | oMLX | 80.8 | 1923.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Max | Laguna XS 2.1 | 4bit | oMLX | 80.8 | 1923.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M4 Pro | Laguna XS 2.1 | 4bit | oMLX | 78.7 | 582.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Pro | Laguna XS 2.1 | 6bit | oMLX | 77.8 | 1535.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Max | Laguna XS 2.1 | oQ5e | oMLX | 73.8 | 973.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 | Laguna XS 2.1 | 3bit | oMLX | 73.1 | 628.3 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 72.8 | 2014.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 | Laguna XS 2.1 | 3bit | oMLX | 71.5 | 691.1 | – | – | 1024 | 2026-10-15 | community | – | source |
| M3 Max | Laguna XS 2.1 | oQ4e | oMLX | 71.0 | 1188.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M4 Pro | Laguna XS 2.1 | 4bit | oMLX | 68.4 | 523.9 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Pro | Laguna XS 2.1 | 6bit | oMLX | 67.7 | 1385.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M5 | Laguna XS 2.1 | 4bit | oMLX | 59.7 | 1013.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M3 Max | Laguna XS 2.1 | oQ4e | oMLX | 56.8 | 1024.0 | – | – | 16384 | 2026-10-09 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 54.6 | 1365.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 54.5 | 1367.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 54.5 | 1430.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M4 Pro | Laguna XS 2.1 | 4bit | oMLX | 54.5 | 436.6 | – | – | 32768 | 2026-10-14 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 54.0 | 1357.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 52.6 | 1350.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M4 Max | Laguna XS 2.1 | oQ5e | oMLX | 48.4 | 761.4 | – | – | 32768 | 2026-10-09 | community | – | source |
| M1 Max | Laguna XS 2.1 | 8bit | oMLX | 46.1 | 589.7 | – | – | 1024 | 2026-10-12 | community | – | source |
| M1 Max | Laguna XS 2.1 | 8bit | oMLX | 46.1 | 589.7 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 43.0 | 1059.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 43.0 | 1061.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M1 Max | Laguna XS 2.1 | 8bit | oMLX | 42.8 | 593.7 | – | – | 4096 | 2026-10-12 | community | – | source |
| M1 Max | Laguna XS 2.1 | 8bit | oMLX | 42.8 | 593.7 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Laguna XS 2.1 | 6bit | oMLX | 42.3 | 1056.0 | – | – | 199680 | 2026-10-10 | community | – | source |