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prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

GPT-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Good

Aug 18, 2026 · Intel Core™ i7-14700F

Global Score
81 vs 79
Hardware Fit
95 vs 47
Quality Score
75 vs 93

Hardware

prism-ml/bonsai-27b GPT-120B:120b
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUAMD Ryzen 9 8940HXIntel Core™ i7-14700F
Cores3228
RAM15 GB128 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MNVIDIA GeForce RTX 5080
OSMicrosoft Windows 11 Home Single Language 10.0.26200Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

prism-ml/bonsai-27b GPT-120B:120b
Tokens/sec33.618.2
First chunk20 ms1719 ms
TTFT409 ms3.9 s
Load timeN/A50.9 s
Memory usage5.3 GB61.5 GB
Memory %35%48%

HW Fit Score Breakdown

prism-ml/bonsai-27b

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

GPT-120B:120b

Speed
17/50
TTFT
5/20
Memory
25/30

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-120B:120b

Reasoning
19/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong 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