qwen2-57b:57B
OLLAMA GGUFqwen2moe · 57.4B · Q4_K_M
Aug 18, 2026 · Intel Core™ Ultra X7 358H
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 19, 2026 · Intel Core™ Ultra X7 358H
Global Score
67 vs 79
Hardware Fit
51 vs 59
Quality Score
74 vs 88
Hardware
qwen2-57b:57B GPT-20B:20b
MachineGMKtec NucBox EVO-T2SGMKtec NucBox EVO-T2S
CPUIntel Core™ Ultra X7 358HIntel Core™ Ultra X7 358H
Cores1616
RAM64 GB64 GB
GPUIntel(R) Arc(TM) B390 GPUIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
qwen2-57b:57B GPT-20B:20b
Tokens/sec8.619.3
First chunk1573 ms2004 ms
TTFT1.6 s10.4 s
Load time29.0 s10.4 s
Memory usage32.8 GB12.9 GB
Memory %52%20%
HW Fit Score Breakdown
qwen2-57b:57B
Speed
10/50
TTFT
17/20
Memory
24/30
GPT-20B:20b
Speed
26/50
TTFT
3/20
Memory
30/30
Quality
qwen2-57b:57B
Reasoning
13/20
Coding
14/20
Instruction
15/20
Structured
14/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
GPT-20B:20b
Reasoning
19/20
Coding
18/20
Instruction
11/20
Structured
15/15
Math
15/15
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest