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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

qwen2-57b:57B

OLLAMA GGUF

qwen2moe · 57.4B · Q4_K_M

Good

Aug 18, 2026 · Intel Core™ i7-14700F

Global Score
77 vs 69
Hardware Fit
59 vs 51
Quality Score
84 vs 76

Hardware

gemma4:12b qwen2-57b:57B
MachineASUSTeK COMPUTER INC. GX10HP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUCortex-X925Intel Core™ i7-14700F
Cores2028
RAM122 GB64 GB
GPUDevice 2e12NVIDIA GeForce RTX 5080
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Enterprise 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

gemma4:12b qwen2-57b:57B
Tokens/sec26.87.7
First chunk632 ms940 ms
TTFT30.0 s940 ms
Load time5.4 s0.2 s
Memory usage9.3 GB33.3 GB
Memory %8%52%

HW Fit Score Breakdown

gemma4:12b

Speed
29/50
TTFT
0/20
Memory
30/30

qwen2-57b:57B

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

Quality

gemma4:12b

Reasoning
17/20
Coding
17/20
Instruction
13/20
Structured
14/15
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