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URL: https://willitrunai.com/compare?a=m3-pro-18gb

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


Compare

Compare local AI hardware with workload-aware output.

RTX 4090 24GB wins for coding in balanced mode

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

MacBook Pro M3 Pro 18GB

SQwen 3.5 9B
llama.cppq4-k-mRuns well
10.5 GB / 13.0 GB
21.4 tok/s34K ctx
ACodeGeeX 4 9B
llama.cppq4-k-mRuns well
8.9 GB / 13.0 GB
21.8 tok/s121K ctx
AGemma 4 E4B
llama.cppq4-k-mRuns well
9.0 GB / 13.0 GB
18.3 tok/s65K ctx

Quick comparison

MetricMacBook Pro M3 Pro 18GBRTX 4090 24GB
Models that fit33
Avg decode tok/s20.537.9
Best grade score9493

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

RTX 4090 24GB

Winner
SCodestral 2 25.08
llama.cppq4-k-mRuns well
19.2 GB / 24.0 GB
42.0 tok/s48K ctx
SQwen 3.6 27B
llama.cppq4-k-mTight fit
20.7 GB / 24.0 GB
31.7 tok/s69K ctx
SDevstral Small 2 24B Instruct
llama.cppq4-k-mTight fit
20.4 GB / 24.0 GB
40.0 tok/s40K ctx