prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
llama3.2:latest
OLLAMA GGUFllama · 3.2B · Q4_K_M
May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor
Global Score
81 vs 76
Hardware Fit
95 vs 100
Quality Score
75 vs 65
Hardware
prism-ml/bonsai-27b llama3.2:latest
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHMicro-Star International Co., Ltd. MS-7B79
CPUAMD Ryzen 9 8940HXAMD Ryzen 5 2600X Six-Core Processor
Cores3212
RAM15 GB16 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MNVIDIA GeForce GTX 1080
OSMicrosoft Windows 11 Home Single Language 10.0.26200Microsoft Windows 11 Famille 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
prism-ml/bonsai-27b llama3.2:latest
Tokens/sec33.657.0
First chunk20 ms264 ms
TTFT409 ms264 ms
Load timeN/A9.7 s
Memory usage5.3 GB2.6 GB
Memory %35%16%
HW Fit Score Breakdown
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
llama3.2:latest
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
llama3.2:latest
Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong 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