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Head-to-head · GLM

GLM-4 9B vs GLM-5.2

GLM-4 9B needs ~7.3 GB at Q4_K_M; GLM-5.2 needs ~473.1 GB. That ~465.8 GB gap decides which hardware runs each; they differ on 11 of the 14 devices below.

Spec GLM-4 9B GLM-5.2
Parameters9B744B MoE
Memory at Q4_K_M~7.3 GB~473.1 GB
Context window128k1000k
LMArenanot rankednot ranked
LicenseGLM-4 LicenseMIT

Which devices run each

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

Size at each quantization

Quant GLM-4 9B GLM-5.2
Q2_K 3.8 GB* 311.6 GB*
Q3_K_M 4.4 GB* 363.6 GB*
Q4_K_M 5.82 GB 465.83 GB
Q5_K_M 6.4 GB* 530.1 GB*
Q6_K 7.4 GB* 610.1 GB*
Q8_0 9.31 GB 801.36 GB
FP16 18 GB* 1507.99 GB

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

Bottom line

The larger GLM-5.2 needs ~473.1 GB; GLM-4 9B runs on lighter hardware at ~7.3 GB with more headroom and faster responses. Check each against your exact device: what runs GLM-4 9B · what runs GLM-5.2.

More GLM comparisons

FAQ

What is the difference in memory between GLM-4 9B and GLM-5.2?

At Q4_K_M, GLM-4 9B needs about 7.3 GB and GLM-5.2 needs about 473.1 GB, a difference of ~465.8 GB.

Should I run GLM-4 9B or GLM-5.2?

Run GLM-5.2 if your hardware has the ~473.1 GB it needs and you want maximum quality; run GLM-4 9B (~7.3 GB) for lighter hardware, faster responses, and more memory headroom.

Full breakdowns: GLM-4 9B · GLM-5.2 · all models × devices.

Sources

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