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GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

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

Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

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

Global Score
90 vs 85
Hardware Fit
79 vs 78
Quality Score
94 vs 88

Hardware

GPT-20B:20b Kimi-48B:48B
MachineHP HyperX OMEN Gaming Laptop 16-ap1xxxHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 9 9955HX3D 16-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores3232
RAM31 GB31 GB
GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

GPT-20B:20b Kimi-48B:48B
Tokens/sec36.642.3
First chunk722 ms718 ms
TTFT4.7 s718 ms
Load time0.3 s28.5 s
Memory usage13.1 GB25.8 GB
Memory %42%83%

HW Fit Score Breakdown

GPT-20B:20b

Speed
46/50
TTFT
6/20
Memory
27/30

Kimi-48B:48B

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

Quality

GPT-20B:20b

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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