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gemma4:31b

OLLAMA GGUF

gemma4 · 30.7B · Q4_K_M

Not Rec.

Oct 2, 2026 · AMD Ryzen 9 5950X 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
64 vs 85
Hardware Fit
41 vs 78
Quality Score
74 vs 88

Hardware

gemma4:31b Kimi-48B:48B
MachineSystem manufacturerHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 9 5950X 16-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores3232
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 3090AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Pro 10.0.26300Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

gemma4:31b Kimi-48B:48B
Tokens/sec9.542.3
First chunk1751 ms718 ms
TTFT30.0 s718 ms
Load time33.9 s28.5 s
Memory usage1.4 GB25.8 GB
Memory %4%83%

HW Fit Score Breakdown

gemma4:31b

Speed
11/50
TTFT
0/20
Memory
30/30

Kimi-48B:48B

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

Quality

gemma4:31b

Reasoning
11/20
Coding
17/20
Instruction
10/20
Structured
15/15
Math
12/15
Multilingual
9/10
Reasoning: Adequate 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