Laguna · 33B
Can you run Poolside Laguna XS.2 locally?
Poolside Laguna XS.2 is a 33B-parameter model. At 4-bit or better it runs on 55 of the 120 hardware configurations listed here; the smallest is the RTX 5090 (32 GB). On a 128 GB DGX Spark it runs at Q4_K_M.
Data as of 2 November 2026
Fastest machines for Poolside Laguna XS.2
Every machine that runs it, fastest first. Filter by type; your machine is marked. Compare machines running it side by side
- 1RTX 5090Graphics card · 32 GBno estimateQ4_K_M · 25 of 31 GB
- 2M5 MaxMac · 48–128 GB · 3 variantsno estimateQ4_K_M · 25 GB
- 3M4 MaxMac · 48–128 GB · 3 variantsno estimateQ4_K_M · 25 GB
- 4M3 MaxMac · 48–128 GB · 4 variantsno estimateQ4_K_M · 25 GB
- 5M5 ProMac · 48–64 GB · 4 variantsno estimateQ4_K_M · 25 GB
- 6M4 ProMac · 48–64 GB · 4 variantsno estimateQ4_K_M · 25 GB
- 72x RTX 4090Graphics card · 48 GBno estimateQ4_K_M · 25 of 46 GB
- 82x RTX 3090 TiGraphics card · 48 GBno estimateQ4_K_M · 25 of 46 GB
- 92x RTX 3090Graphics card · 48 GBno estimateQ4_K_M · 25 of 46 GB
- 102x RX 7900 XTXGraphics card · 48 GBno estimateQ4_K_M · 25 of 46 GB
- 11Ryzen AI Max+ 395AI mini PC · 64–128 GB · 2 variantsno estimateQ4_K_M · 25 GB
- 12M2 UltraMac · 64–192 GB · 7 variantsno estimateQ4_K_M · 25 GB
- 13M1 UltraMac · 64–128 GB · 4 variantsno estimateQ4_K_M · 25 GB
- 14M2 MaxMac · 64–96 GB · 3 variantsno estimateQ4_K_M · 25 GB
- 15M1 MaxMac · 64 GB · 2 variantsno estimateQ4_K_M · 25 GB
- 162x RTX 5090Graphics card · 64 GBno estimateQ4_K_M · 25 of 62 GB
- 17M5 UltraMac · 96–512 GB · 5 variantsno estimateQ4_K_M · 25 GB
- 18M3 UltraMac · 96–512 GB · 5 variantsno estimateQ4_K_M · 25 GB
- 19RTX PRO 6000 BlackwellGraphics card · 96 GBno estimateQ4_K_M · 25 of 95 GB
- 20DGX Spark (GB10)AI mini PC · 128 GBno estimateQ4_K_M · 25 of 122 GB
- 212x RTX PRO 6000 BlackwellGraphics card · 192 GBno estimateQ4_K_M · 25 of 190 GB
Too big for 65 machines
M5 Max · 36 GB · 32c, M4 Max · 36 GB · 32c, M3 Max · 36 GB · 30c, M3 Pro · 36 GB, RTX 4090, RTX 3090 Ti, RTX 3090, RX 7900 XTX, M2 Max · 32 GB · 38c, M2 Max · 32 GB · 30c, M1 Max · 32 GB · 32c, M1 Max · 32 GB · 24c, M2 Pro · 32 GB, M1 Pro · 32 GB, M6 · 32 GB · 12c, M5 · 32 GB · 10c, M5 · 32 GB · 8c, M4 · 32 GB, RX 7900 XT, M5 Pro · 24 GB · 20c, M5 Pro · 24 GB · 16c, M4 Pro · 24 GB · 20c, M4 Pro · 24 GB · 16c, M6 · 24 GB · 12c, M6 · 24 GB · 10c, M5 · 24 GB · 10c, M5 · 24 GB · 8c, M4 · 24 GB, M3 · 24 GB, M2 · 24 GB, RTX 5080, RTX 5070 Ti, RTX 5060 Ti, RTX 4080 SUPER, RTX 4080, RTX 4070 Ti SUPER, RTX 4060 Ti, Tesla T4, Tesla P100, RX 9070 XT, RX 9060 XT, M3 Pro · 18 GB, RTX 5070, RTX 4070 Ti, RTX 4070 SUPER, RTX 4070, RTX 3060, M2 Pro · 16 GB, M1 Pro · 16 GB, M6 · 16 GB · 12c, M6 · 16 GB · 10c, M5 · 16 GB · 10c, M5 · 16 GB · 8c, M4 · 16 GB, M3 · 16 GB, M2 · 16 GB, M1 · 16 GB, RTX 5060, RTX 4060, RTX 3070, RTX 3060 Ti, RTX 2070, M3 · 8 GB, M2 · 8 GB, M1 · 8 GB. Poolside Laguna XS.2 needs about 25 GB at its smallest build.
Speeds are single-user decode estimates, not measurements. "ModelFit est." comes from ModelFit's model fitted on published runs (CC BY 4.0); "our est." is memory bandwidth divided by bytes read per token, times 0.55. Memory is what the best build needs, against what the machine can give a model. Method
About the model
- Parameters
- 33B
- Active per token
- not in our sources
- Type
- not in our sources
- Good for
- Agentic coding, long-horizon software engineering
Builds and how to run them
| Quantization | Load | Min. RAM | Command |
|---|---|---|---|
| Q4_K_M | 23 GB | 36 GB | ollama run laguna-xs.2:q4_K_M |
Load, minimum RAM and Ollama commands: ModelFit, CC BY 4.0. Load is memory with the model loaded, before long contexts.
Questions
Can I run Poolside Laguna XS.2 on a Mac?
Yes on a Mac with enough memory: the smallest Apple configuration listed here that runs it at 4-bit or better is the M5 Max · 48 GB · 40c.
How much memory does Poolside Laguna XS.2 need?
About 25 GB at the smallest build in our data, including a margin for the runtime and an 8K-token context. Longer contexts need more.
Does Poolside Laguna XS.2 run on a DGX Spark?
Yes, at Q4_K_M. The Spark has 128 GB of unified memory, about 121.6 GB usable.