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Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

Aug 19, 2026 · Intel Core™ i7-14700F

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
85 vs 74
Hardware Fit
83 vs 46
Quality Score
86 vs 86

Hardware

Kimi-48B:48B google/gemma-4-12b…
MachineHP OMEN 35L VALORANT Limited Edition Gaming Desktop PCDocker Container
CPUIntel Core™ i7-14700FIntel Gen Intel® Core™ i9-11900H
Cores2816
RAM64 GB15 GB
GPUNVIDIA GeForce RTX 5080TigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Enterprise 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

Kimi-48B:48B google/gemma-4-12b…
Tokens/sec32.85.0
First chunk724 ms64 ms
TTFT724 ms5.5 s
Load time20.9 s9.5 s
Memory usage25.8 GB0.0 GB
Memory %41%0%

HW Fit Score Breakdown

Kimi-48B:48B

Speed
36/50
TTFT
20/20
Memory
27/30

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

Quality

Kimi-48B:48B

Reasoning
16/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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