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prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
81 vs 81
Hardware Fit
95 vs 100
Quality Score
75 vs 73

Hardware

prism-ml/bonsai-27b gemma3n:latest
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHSupermicro AS -2015HS-TNR
CPUAMD Ryzen 9 8940HXAMD EPYC 9654P 96-Core Processor
Cores3264
RAM15 GB128 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSMicrosoft Windows 11 Home Single Language 10.0.26200Ubuntu 24.04.3 LTS
Archx64x64
Power Modebalancedperformance

Performance

prism-ml/bonsai-27b gemma3n:latest
Tokens/sec33.6108.7
First chunk20 ms333 ms
TTFT409 ms333 ms
Load timeN/A4.5 s
Memory usage5.3 GB8.6 GB
Memory %35%7%

HW Fit Score Breakdown

prism-ml/bonsai-27b

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

gemma3n: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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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