llama3.2:3b
OLLAMA GGUFllama · 3.2B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
gemma-4-31b-it-mlx
LM-STUDIO MLXgemma4 · 31B · 8bit
Aug 19, 2026 · Apple M4 Max
Global Score
67 vs 85
Hardware Fit
77 vs 64
Quality Score
63 vs 94
Hardware
llama3.2:3b gemma-4-31b-it-mlx
MachineLENOVO 20U30029MBMacBook Pro
CPUIntel Core™ i5-10210UApple M4 Max
Cores816
RAM15 GB128 GB
GPUCometLake-U GT2 [UHD Graphics]Apple M4 Max
OSPop 24.04 LTSmacOS 26.5.2
Archx64arm64
Power Modelow-powerbalanced
Performance
llama3.2:3b gemma-4-31b-it-mlx
Tokens/sec10.013.6
First chunk1166 ms16 ms
TTFT1.2 s558 ms
Load time6.8 s12.3 s
Memory usage3.8 GB0.0 GB
Memory %25%0%
HW Fit Score Breakdown
llama3.2:3b
Speed
27/50
TTFT
20/20
Memory
30/30
gemma-4-31b-it-mlx
Speed
14/50
TTFT
20/20
Memory
30/30
Quality
llama3.2:3b
Reasoning
11/20
Coding
15/20
Instruction
13/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
gemma-4-31b-it-mlx
Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest