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qwen2-57b:57B

OLLAMA GGUF

qwen2moe · 57.4B · Q4_K_M

Good

Aug 18, 2026 · Intel Core™ i7-14700F

gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

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

Hardware

qwen2-57b:57B gemma4:12b-mlx
MachineHP OMEN 35L VALORANT Limited Edition Gaming Desktop PCMacBook Pro
CPUIntel Core™ i7-14700FApple M2 Pro
Cores2810
RAM64 GB16 GB
GPUNVIDIA GeForce RTX 5080Apple M2 Pro
OSMicrosoft Windows 11 Enterprise 10.0.26200macOS 26.5
Archx64arm64
Power Modebalancedbalanced

Performance

qwen2-57b:57B gemma4:12b-mlx
Tokens/sec7.725.3
First chunk940 ms761 ms
TTFT940 ms7.7 s
Load time0.2 s3.6 s
Memory usage33.3 GB7.1 GB
Memory %52%44%

HW Fit Score Breakdown

qwen2-57b:57B

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

gemma4:12b-mlx

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

Quality

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

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

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