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URL: https://willitrunai.com/compare?a=m4-mini-32gb&b=m4-air-24gb

⇱ Compare GPUs for Local AI — Side-by-Side Hardware Analysis | Will It Run AI

Compare

Compare local AI hardware with workload-aware output.

Mac mini M4 32GB wins for coding in balanced mode

Based on model fit, speed, and quality across top recommendations.

Mac mini M4 32GB

Winner
SQwen 3.6 27B
llama.cppq4-k-mTight fit
21.8 GB / 23.0 GB
4.3 tok/s36K ctx
SDevstral Small 2 24B Instruct
llama.cppq4-k-mTight fit
21.4 GB / 23.0 GB
6.3 tok/s27K ctx
AMistral Small 3.1 24B
llama.cppq4-k-mTight fit
21.4 GB / 23.0 GB
6.3 tok/s27K ctx

Quick comparison

MetricMac mini M4 32GBMacBook Air M4 24GB
Models that fit33
Avg decode tok/s5.614.5
Best grade score8792

Operating mode: Balanced. Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.

MacBook Air M4 24GB

SQwen 3.5 9B
llama.cppq6-kRuns well
13.1 GB / 17.3 GB
13.2 tok/s47K ctx
ANemotron Nano 9B v2
llama.cppq4-k-mRuns well
11.4 GB / 17.3 GB
16.9 tok/s54K ctx
ACodeGeeX 4 9B
llama.cppq6-kRuns well
11.5 GB / 17.3 GB
13.4 tok/s131K ctx