gemma4:31b
OLLAMA GGUFgemma4 · 31.3B · Q4_K_M
Apr 13, 2026 · Apple M4 Max
gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
Global Score
76 vs 84
Hardware Fit
46 vs 69
Quality Score
89 vs 91
Hardware
gemma4:31b gptoss · 20.9B · M…
MachineMacBook ProMac Pro
CPUApple M4 MaxIntel Core™ i5-10400
Cores1612
RAM64 GB32 GB
GPUApple M4 MaxAMD Radeon RX 6700 XT
OSmacOS 26.3.1macOS 26.5.1
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:31b gptoss · 20.9B · M…
Tokens/sec22.417.5
First chunk565 ms643 ms
TTFT30.0 s7.7 s
Load time6.9 s0.0 s
Memory usage43.9 GB0.8 GB
Memory %69%3%
HW Fit Score Breakdown
gemma4:31b
Speed
30/50
TTFT
0/20
Memory
16/30
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
Quality
gemma4:31b
Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest