Kimi-48B:48B
OLLAMA GGUFkimi-linear · 49.1B · unknown
Aug 24, 2026 · Intel Core™ Ultra X7 358H
huihui-devstral-small-2-24b-instruct-2512-abliterated-i1
LM-STUDIO GGUFmistral3 · 24B · Q4_K_S
Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Global Score
86 vs 78
Hardware Fit
78 vs 74
Quality Score
89 vs 79
Hardware
Kimi-48B:48B huihui-devstral-sm…
MachineGMKtec NucBox EVO-T2SSystem manufacturer
CPUIntel Core™ Ultra X7 358HAMD Ryzen 7 5800X 8-Core Processor
Cores1616
RAM64 GB32 GB
GPUIntel(R) Arc(TM) B390 GPUAMD Radeon RX 9060 XT
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
Kimi-48B:48B huihui-devstral-sm…
Tokens/sec23.117.5
First chunk752 ms20 ms
TTFT752 ms279 ms
Load time22.2 sN/A
Memory usage25.5 GB15.6 GB
Memory %40%49%
HW Fit Score Breakdown
Kimi-48B:48B
Speed
31/50
TTFT
20/20
Memory
27/30
huihui-devstral-small-2…
Speed
29/50
TTFT
20/20
Memory
25/30
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
huihui-devstral-small-2…
Reasoning
16/20
Coding
17/20
Instruction
15/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest