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Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

Aug 24, 2026 · Intel Core™ Ultra X7 358H

prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

Global Score
86 vs 81
Hardware Fit
78 vs 95
Quality Score
89 vs 75

Hardware

Kimi-48B:48B prism-ml/bonsai-27b
MachineGMKtec NucBox EVO-T2SASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PH
CPUIntel Core™ Ultra X7 358HAMD Ryzen 9 8940HX
Cores1632
RAM64 GB15 GB
GPUIntel(R) Arc(TM) B390 GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610M
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Kimi-48B:48B prism-ml/bonsai-27b
Tokens/sec23.133.6
First chunk752 ms20 ms
TTFT752 ms409 ms
Load time22.2 sN/A
Memory usage25.5 GB5.3 GB
Memory %40%35%

HW Fit Score Breakdown

Kimi-48B:48B

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

prism-ml/bonsai-27b

Speed
46/50
TTFT
20/20
Memory
29/30

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

prism-ml/bonsai-27b

Reasoning
17/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate 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