prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 24, 2026 · Intel Core™ Ultra X7 358H
Global Score
81 vs 78
Hardware Fit
95 vs 59
Quality Score
75 vs 86
Hardware
prism-ml/bonsai-27b GPT-20B:20b
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHGMKtec NucBox EVO-T2S
CPUAMD Ryzen 9 8940HXIntel Core™ Ultra X7 358H
Cores3216
RAM15 GB64 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Home Single Language 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
prism-ml/bonsai-27b GPT-20B:20b
Tokens/sec33.619.6
First chunk20 ms2068 ms
TTFT409 ms9.9 s
Load timeN/A12.8 s
Memory usage5.3 GB12.9 GB
Memory %35%20%
HW Fit Score Breakdown
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
GPT-20B:20b
Speed
26/50
TTFT
3/20
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
GPT-20B:20b
Reasoning
18/20
Coding
18/20
Instruction
11/20
Structured
14/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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