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prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

qwen3.5-9b@q5_k_xl

LM-STUDIO GGUF

qwen35 · 9B · Q5_K_XL

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
81 vs 73
Hardware Fit
95 vs 47
Quality Score
75 vs 84

Hardware

prism-ml/bonsai-27b qwen3.5-9b@q5_k_xl
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHDocker Container
CPUAMD Ryzen 9 8940HXIntel Gen Intel® Core™ i9-11900H
Cores3216
RAM15 GB15 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Home Single Language 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

prism-ml/bonsai-27b qwen3.5-9b@q5_k_xl
Tokens/sec33.65.6
First chunk20 ms19 ms
TTFT409 ms5.6 s
Load timeN/A12.5 s
Memory usage5.3 GB0.0 GB
Memory %35%0%

HW Fit Score Breakdown

prism-ml/bonsai-27b

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

qwen3.5-9b@q5_k_xl

Speed
10/50
TTFT
7/20
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

qwen3.5-9b@q5_k_xl

Reasoning
15/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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