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Head-to-head · Laguna

Laguna XS 2.1 vs Laguna S 2.1

Laguna XS 2.1 needs ~22.2 GB at Q4_K_M; Laguna S 2.1 needs ~92.8 GB. That ~70.6 GB gap decides which hardware runs each; they differ on 3 of the 14 devices below.

Spec Laguna XS 2.1 Laguna S 2.1
Parameters33.4B MoE118B MoE
Memory at Q4_K_M~22.2 GB~92.8 GB
Context window256k1000k
LMArenanot rankednot ranked
LicenseOpenMDW-1.1OpenMDW-1.1

Which devices run each

A representative spread across the memory range. Tap a verdict for the full breakdown.

Size at each quantization

Quant Laguna XS 2.1 Laguna S 2.1
Q2_K 14 GB* 49.4 GB*
Q3_K_M 16.3 GB* 57.7 GB*
Q4_K_M 20 GB 89.44 GB
Q5_K_M 23.8 GB* 84.1 GB*
Q6_K 27.4 GB* 96.8 GB*
Q8_0 36 GB 119.91 GB
FP16 67 GB 219.05 GB

* derived from bits-per-weight; unstarred sizes are measured GGUF files.

Bottom line

The larger Laguna S 2.1 needs ~92.8 GB; Laguna XS 2.1 runs on lighter hardware at ~22.2 GB with more headroom and faster responses. Check each against your exact device: what runs Laguna XS 2.1 · what runs Laguna S 2.1.

FAQ

What is the difference in memory between Laguna XS 2.1 and Laguna S 2.1?

At Q4_K_M, Laguna XS 2.1 needs about 22.2 GB and Laguna S 2.1 needs about 92.8 GB, a difference of ~70.6 GB.

Should I run Laguna XS 2.1 or Laguna S 2.1?

Run Laguna S 2.1 if your hardware has the ~92.8 GB it needs and you want maximum quality; run Laguna XS 2.1 (~22.2 GB) for lighter hardware, faster responses, and more memory headroom.

Full breakdowns: Laguna XS 2.1 · Laguna S 2.1 · all models × devices.

Sources

Memory figures are estimates at Q4_K_M, validated 2026-08-03. See methodology.