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prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

gemma4:latest

OLLAMA GGUF

gemma4 · 8.0B · Q4_K_M

Excellent

Jun 5, 2026 · AMD Ryzen 7 5800H

Global Score
81 vs 89
Hardware Fit
95 vs 83
Quality Score
75 vs 92

Hardware

prism-ml/bonsai-27b gemma4:latest
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHLENOVO 82JQ
CPUAMD Ryzen 9 8940HXAMD Ryzen 7 5800H
Cores3216
RAM15 GB16 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MNVIDIA GeForce RTX 3060 Laptop GPU
OSMicrosoft Windows 11 Home Single Language 10.0.26200Microsoft Windows 11 家庭版 中文版 10.0.26100
Archx64x64
Power Modebalancedbalanced

Performance

prism-ml/bonsai-27b gemma4:latest
Tokens/sec33.646.3
First chunk20 ms824 ms
TTFT409 ms3.8 s
Load timeN/A21.0 s
Memory usage5.3 GB8.9 GB
Memory %35%56%

HW Fit Score Breakdown

prism-ml/bonsai-27b

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

gemma4:latest

Speed
50/50
TTFT
11/20
Memory
22/30

Quality

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

gemma4:latest

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