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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

qwen2-57b:57B

OLLAMA GGUF

qwen2moe · 57.4B · Q4_K_M

Good

Aug 18, 2026 · Intel Core™ i7-14700F

Global Score
81 vs 69
Hardware Fit
82 vs 51
Quality Score
81 vs 76

Hardware

gemma4:12b-mlx qwen2-57b:57B
MachineMacBook ProHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUApple M2 ProIntel Core™ i7-14700F
Cores1028
RAM16 GB64 GB
GPUApple M2 ProNVIDIA GeForce RTX 5080
OSmacOS 26.5Microsoft Windows 11 Enterprise 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx qwen2-57b:57B
Tokens/sec25.37.7
First chunk761 ms940 ms
TTFT7.7 s940 ms
Load time3.6 s0.2 s
Memory usage7.1 GB33.3 GB
Memory %44%52%

HW Fit Score Breakdown

gemma4:12b-mlx

Speed
50/50
TTFT
6/20
Memory
26/30

qwen2-57b:57B

Speed
8/50
TTFT
19/20
Memory
24/30

Quality

gemma4:12b-mlx

Reasoning
16/20
Coding
15/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwen2-57b:57B

Reasoning
14/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest