prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
qwen2.5-coder:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
Global Score
81 vs 68
Hardware Fit
95 vs 100
Quality Score
75 vs 54
Hardware
prism-ml/bonsai-27b qwen2.5-coder:1.5b
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHLENOVO 20U30029MB
CPUAMD Ryzen 9 8940HXIntel Core™ i5-10210U
Cores328
RAM15 GB15 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MCometLake-U GT2 [UHD Graphics]
OSMicrosoft Windows 11 Home Single Language 10.0.26200Pop 24.04 LTS
Archx64x64
Power Modebalancedlow-power
Performance
prism-ml/bonsai-27b qwen2.5-coder:1.5b
Tokens/sec33.621.8
First chunk20 ms499 ms
TTFT409 ms499 ms
Load timeN/A4.4 s
Memory usage5.3 GB1.5 GB
Memory %35%10%
HW Fit Score Breakdown
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
qwen2.5-coder:1.5b
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-coder:1.5b
Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor 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