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qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

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

Global Score
80 vs 85
Hardware Fit
85 vs 78
Quality Score
78 vs 88

Hardware

qwen3:8b Kimi-48B:48B
MachineHP HP Z8 G4 WorkstationHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUIntel Xeon® Gold 6230AMD Ryzen 9 9955HX3D 16-Core Processor
Cores8032
RAM252 GB31 GB
GPUTU104GL [Quadro RTX 5000]AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3:8b Kimi-48B:48B
Tokens/sec65.143.0
First chunk289 ms700 ms
TTFT4.2 s700 ms
Load time4.6 s29.4 s
Memory usage5.6 GB25.8 GB
Memory %2%83%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
5/20
Memory
30/30

Kimi-48B:48B

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

Quality

qwen3:8b

Reasoning
17/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate 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