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qwen2-57b:57B

OLLAMA GGUF

qwen2moe · 57.4B · Q4_K_M

Good

Aug 18, 2026 · Intel Core™ i7-14700F

unsloth/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_K_XL

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
69 vs 75
Hardware Fit
51 vs 48
Quality Score
76 vs 86

Hardware

qwen2-57b:57B unsloth/gemma-4-12…
MachineHP OMEN 35L VALORANT Limited Edition Gaming Desktop PCDocker Container
CPUIntel Core™ i7-14700FIntel Gen Intel® Core™ i9-11900H
Cores2816
RAM64 GB15 GB
GPUNVIDIA GeForce RTX 5080TigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Enterprise 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen2-57b:57B unsloth/gemma-4-12…
Tokens/sec7.76.0
First chunk940 ms27 ms
TTFT940 ms5.1 s
Load time0.2 s8.4 s
Memory usage33.3 GB0.0 GB
Memory %52%0%

HW Fit Score Breakdown

qwen2-57b:57B

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

unsloth/gemma-4-12b-it-…

Speed
10/50
TTFT
8/20
Memory
30/30

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

unsloth/gemma-4-12b-it-…

Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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