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prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

unsloth/qwen3.5-9b@q4_k_m

LM-STUDIO GGUF

qwen35 · 9B · Q4_K_M

Good

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

Global Score
81 vs 73
Hardware Fit
95 vs 52
Quality Score
75 vs 82

Hardware

prism-ml/bonsai-27b unsloth/qwen3.5-9b…
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 unsloth/qwen3.5-9b…
Tokens/sec33.66.5
First chunk20 ms13 ms
TTFT409 ms4.1 s
Load timeN/A10.8 s
Memory usage5.3 GB2.2 GB
Memory %35%14%

HW Fit Score Breakdown

prism-ml/bonsai-27b

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

unsloth/qwen3.5-9b@q4_k_m

Speed
11/50
TTFT
11/20
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

unsloth/qwen3.5-9b@q4_k_m

Reasoning
15/20
Coding
17/20
Instruction
16/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong 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