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lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

Global Score
73 vs 81
Hardware Fit
93 vs 95
Quality Score
65 vs 75

Hardware

lfm2.5:latest prism-ml/bonsai-27b
MachineLENOVO 20L7CTO1WWASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PH
CPUIntel Core™ i5-8350UAMD Ryzen 9 8940HX
Cores832
RAM23 GB15 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]NVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610M
OSFedora Linux 44Microsoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

lfm2.5:latest prism-ml/bonsai-27b
Tokens/sec18.333.6
First chunk981 ms20 ms
TTFT981 ms409 ms
Load time8.0 sN/A
Memory usage4.9 GB5.3 GB
Memory %21%35%

HW Fit Score Breakdown

lfm2.5:latest

Speed
43/50
TTFT
20/20
Memory
30/30

prism-ml/bonsai-27b

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

Quality

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate 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