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Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

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

devstral:24b

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
86 vs 80
Hardware Fit
78 vs 79
Quality Score
89 vs 80

Hardware

Kimi-48B:48B devstral:24b
MachineGMKtec NucBox EVO-T2SGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUIntel Core™ Ultra X7 358HIntel Core™ i5-14400F
Cores1616
RAM64 GB32 GB
GPUIntel(R) Arc(TM) B390 GPUNVIDIA GeForce RTX 5060 Ti
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Kimi-48B:48B devstral:24b
Tokens/sec22.820.2
First chunk721 ms137 ms
TTFT721 ms137 ms
Load time23.0 s9.6 s
Memory usage25.5 GB14.2 GB
Memory %40%45%

HW Fit Score Breakdown

Kimi-48B:48B

Speed
31/50
TTFT
20/20
Memory
27/30

devstral:24b

Speed
33/50
TTFT
20/20
Memory
26/30

Quality

Kimi-48B:48B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
13/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

devstral:24b

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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