qwen3.5:9b-mlx
OLLAMA GGUFnvfp4
Aug 26, 2026 · Apple M1 Pro
google/gemma-4-26b-a4b-qat
LM-STUDIO GGUFgemma4 · 26B · Q4_0
Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
54 vs 93
Hardware Fit
81 vs 96
Quality Score
43 vs 92
Hardware
qwen3.5:9b-mlx google/gemma-4-26b…
MachineMacBook ProMicro-Star International Co., Ltd. MS-7E51
CPUApple M1 ProAMD Ryzen 7 9700X 8-Core Processor
Cores1016
RAM16 GB31 GB
GPUApple M1 ProNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSmacOS 26.6.2Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
qwen3.5:9b-mlx google/gemma-4-26b…
Tokens/sec25.2109.7
First chunk341 ms29 ms
TTFT6.3 s156 ms
Load time3.4 sN/A
Memory usage8.4 GB14.6 GB
Memory %52%47%
HW Fit Score Breakdown
qwen3.5:9b-mlx
Speed
50/50
TTFT
7/20
Memory
24/30
google/gemma-4-26b-a4b-…
Speed
50/50
TTFT
20/20
Memory
26/30
Quality
qwen3.5:9b-mlx
Reasoning
14/20
Coding
2/20
Instruction
4/20
Structured
4/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Adequate Multilingual: Strong
google/gemma-4-26b-a4b-…
Reasoning
18/20
Coding
19/20
Instruction
18/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
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npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest