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GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Good

Aug 19, 2026 · Intel Core™ Ultra X7 358H

Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
79 vs 85
Hardware Fit
59 vs 78
Quality Score
88 vs 88

Hardware

GPT-20B:20b Kimi-48B:48B
MachineGMKtec NucBox EVO-T2SHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUIntel Core™ Ultra X7 358HAMD Ryzen 9 9955HX3D 16-Core Processor
Cores1632
RAM64 GB31 GB
GPUIntel(R) Arc(TM) B390 GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

GPT-20B:20b Kimi-48B:48B
Tokens/sec19.342.3
First chunk2004 ms718 ms
TTFT10.4 s718 ms
Load time10.4 s28.5 s
Memory usage12.9 GB25.8 GB
Memory %20%83%

HW Fit Score Breakdown

GPT-20B:20b

Speed
26/50
TTFT
3/20
Memory
30/30

Kimi-48B:48B

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

Quality

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

Kimi-48B:48B

Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
14/15
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