gemma-4-31b-it-mlx
LM-STUDIO MLXgemma4 · 31B · 8bit
Aug 19, 2026 · Apple M4 Max
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-Q4_K_M:latest
OLLAMA GGUFnemotron_h_moe · 31.6B · Q4_K_M
Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
85 vs 81
Hardware Fit
64 vs 78
Quality Score
94 vs 82
Hardware
gemma-4-31b-it-mlx Nemotron-3-Nano-Om…
MachineMacBook ProMicro-Star International Co., Ltd. MS-7E51
CPUApple M4 MaxAMD Ryzen 7 9700X 8-Core Processor
Cores1616
RAM128 GB31 GB
GPUApple M4 MaxNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSmacOS 26.5.2Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
gemma-4-31b-it-mlx Nemotron-3-Nano-Om…
Tokens/sec13.656.8
First chunk16 ms421 ms
TTFT558 ms421 ms
Load time12.3 s0.1 s
Memory usage0.0 GB26.0 GB
Memory %0%84%
HW Fit Score Breakdown
gemma-4-31b-it-mlx
Speed
14/50
TTFT
20/20
Memory
30/30
Nemotron-3-Nano-Omni-30…
Speed
50/50
TTFT
20/20
Memory
8/30
Quality
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
Nemotron-3-Nano-Omni-30…
Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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