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prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
81 vs 72
Hardware Fit
95 vs 89
Quality Score
75 vs 64

Hardware

prism-ml/bonsai-27b qwen3-vl:8b
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHHP HP Z8 G4 Workstation
CPUAMD Ryzen 9 8940HXIntel Xeon® Gold 6230
Cores3280
RAM15 GB252 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MTU104GL [Quadro RTX 5000]
OSMicrosoft Windows 11 Home Single Language 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

prism-ml/bonsai-27b qwen3-vl:8b
Tokens/sec33.668.2
First chunk20 ms285 ms
TTFT409 ms2.0 s
Load timeN/A42.4 s
Memory usage5.3 GB7.1 GB
Memory %35%3%

HW Fit Score Breakdown

prism-ml/bonsai-27b

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

qwen3-vl:8b

Speed
50/50
TTFT
9/20
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-vl:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong 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