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prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

microsoft/phi-4-mini-reasoning

LM-STUDIO MLX

phi3 · 3.8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score
81 vs 64
Hardware Fit
95 vs 100
Quality Score
75 vs 48

Hardware

prism-ml/bonsai-27b microsoft/phi-4-mi…
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHMac mini
CPUAMD Ryzen 9 8940HXApple M4 Pro
Cores3214
RAM15 GB64 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MApple M4 Pro
OSMicrosoft Windows 11 Home Single Language 10.0.26200macOS 15.7.4
Archx64arm64
Power Modebalancedbalanced

Performance

prism-ml/bonsai-27b microsoft/phi-4-mi…
Tokens/sec33.690.3
First chunk20 ms198 ms
TTFT409 ms198 ms
Load timeN/AN/A
Memory usage5.3 GB2.0 GB
Memory %35%3%

HW Fit Score Breakdown

prism-ml/bonsai-27b

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

microsoft/phi-4-mini-re…

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

microsoft/phi-4-mini-re…

Reasoning
7/20
Coding
7/20
Instruction
7/20
Structured
7/15
Math
13/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Weak Structured Output: Weak Math: Strong Multilingual: Adequate

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