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Head-to-head · GLM

GLM-4 9B vs GLM-4.6

GLM-4 9B needs ~7.3 GB at Q4_K_M; GLM-4.6 needs ~221.3 GB. That ~214 GB gap decides which hardware runs each; they differ on 11 of the 14 devices below.

Spec GLM-4 9B GLM-4.6
Parameters9B357B MoE
Memory at Q4_K_M~7.3 GB~221.3 GB
Context window128k200k
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-4.6
Q2_K 3.8 GB* 149.5 GB*
Q3_K_M 4.4 GB* 174.5 GB*
Q4_K_M 5.82 GB 216 GB
Q5_K_M 6.4 GB* 254.4 GB*
Q6_K 7.4 GB* 292.7 GB*
Q8_0 9.31 GB 379 GB
FP16 18 GB* 714 GB

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

Bottom line

The larger GLM-4.6 needs ~221.3 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-4.6.

More GLM comparisons

FAQ

What is the difference in memory between GLM-4 9B and GLM-4.6?

At Q4_K_M, GLM-4 9B needs about 7.3 GB and GLM-4.6 needs about 221.3 GB, a difference of ~214 GB.

Should I run GLM-4 9B or GLM-4.6?

Run GLM-4.6 if your hardware has the ~221.3 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-4.6 · all models × devices.

Sources

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