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Head-to-head · Kimi

Kimi K2.7 Code vs Kimi K3

Kimi K2.7 Code needs ~592.1 GB at Q4_K_M; Kimi K3 needs ~1522.2 GB. That ~930.1 GB gap decides which hardware runs each; they differ on 0 of the 11 devices below.

Spec Kimi K2.7 Code Kimi K3
Parameters1000B MoE2800B MoE
Memory at Q4_K_M~592.1 GB~1522.2 GB
Context window256k1000k
LMArenanot rankednot ranked
LicenseModified MITModified MIT

Which devices run each

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

Size at each quantization

Quant Kimi K2.7 Code Kimi K3
Q2_K 418.8 GB* 1172.5 GB*
Q3_K_M 488.8 GB* 1368.5 GB*
Q4_K_M 583.71 GB 1508.67 GB
Q5_K_M 712.5 GB* 1995 GB*
Q6_K 820 GB* 2296 GB*
Q8_0 1062.5 GB* 2975 GB*
FP16 2000 GB* 5600 GB*

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

Bottom line

The larger Kimi K3 needs ~1522.2 GB; Kimi K2.7 Code runs on lighter hardware at ~592.1 GB with more headroom and faster responses. Check each against your exact device: what runs Kimi K2.7 Code · what runs Kimi K3.

More Kimi comparisons

FAQ

What is the difference in memory between Kimi K2.7 Code and Kimi K3?

At Q4_K_M, Kimi K2.7 Code needs about 592.1 GB and Kimi K3 needs about 1522.2 GB, a difference of ~930.1 GB.

Should I run Kimi K2.7 Code or Kimi K3?

Run Kimi K3 if your hardware has the ~1522.2 GB it needs and you want maximum quality; run Kimi K2.7 Code (~592.1 GB) for lighter hardware, faster responses, and more memory headroom.

Full breakdowns: Kimi K2.7 Code · Kimi K3 · all models × devices.

Sources

Memory figures are estimates at Q4_K_M, validated 2026-09-07. See methodology.