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prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

qwen/qwen3-8b

LM-STUDIO MLX

qwen3 · 8B · 4bit

Excellent

Mar 5, 2026 · Apple M4 Pro

Global Score
81 vs 89
Hardware Fit
95 vs 95
Quality Score
75 vs 87

Hardware

prism-ml/bonsai-27b qwen/qwen3-8b
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 qwen/qwen3-8b
Tokens/sec33.633.4
First chunk20 ms257 ms
TTFT409 ms257 ms
Load timeN/AN/A
Memory usage5.3 GB4.3 GB
Memory %35%7%

HW Fit Score Breakdown

prism-ml/bonsai-27b

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

qwen/qwen3-8b

Speed
45/50
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

qwen/qwen3-8b

Reasoning
19/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View prism-ml/bonsai-27b details | View qwen/qwen3-8b details

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