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Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

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

devstral:latest

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
85 vs 80
Hardware Fit
78 vs 79
Quality Score
88 vs 80

Hardware

Kimi-48B:48B devstral:latest
MachineHP HyperX OMEN Gaming Laptop 16-ap1xxxGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUAMD Ryzen 9 9955HX3D 16-Core ProcessorIntel Core™ i5-14400F
Cores3216
RAM31 GB32 GB
GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPUNVIDIA GeForce RTX 5060 Ti
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Kimi-48B:48B devstral:latest
Tokens/sec43.020.0
First chunk700 ms146 ms
TTFT700 ms146 ms
Load time29.4 s6.5 s
Memory usage25.8 GB14.2 GB
Memory %83%45%

HW Fit Score Breakdown

Kimi-48B:48B

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

devstral:latest

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

Quality

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

devstral:latest

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