prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
qwen2.5:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX
Global Score
81 vs 85
Hardware Fit
95 vs 100
Quality Score
75 vs 79
Hardware
prism-ml/bonsai-27b qwen2.5:7b
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHMACHENIKE L16P
CPUAMD Ryzen 9 8940HXIntel Gen Intel® Core™ i9-12900HX
Cores3224
RAM15 GB32 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MNVIDIA GeForce RTX 4060 Laptop GPU
OSMicrosoft Windows 11 Home Single Language 10.0.26200Microsoft Windows 11 专业版 10.0.26300
Archx64x64
Power Modebalancedbalanced
Performance
prism-ml/bonsai-27b qwen2.5:7b
Tokens/sec33.652.3
First chunk20 ms50 ms
TTFT409 ms50 ms
Load timeN/A2.0 s
Memory usage5.3 GB4.4 GB
Memory %35%14%
HW Fit Score Breakdown
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
qwen2.5:7b
Speed
50/50
TTFT
20/20
Memory
30/30
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
qwen2.5:7b
Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest