prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
Global Score
81 vs 81
Hardware Fit
95 vs 100
Quality Score
75 vs 73
Hardware
prism-ml/bonsai-27b llama-3.1-8b-instr…
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHASUS
CPUAMD Ryzen 9 8940HXAMD Ryzen 5 5500
Cores3212
RAM15 GB31 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MNavi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 Home Single Language 10.0.26200Nobara Linux 43
Archx64x64
Power Modebalancedperformance
Performance
prism-ml/bonsai-27b llama-3.1-8b-instr…
Tokens/sec33.635.6
First chunk20 ms52 ms
TTFT409 ms256 ms
Load timeN/AN/A
Memory usage5.3 GB8.6 GB
Memory %35%28%
HW Fit Score Breakdown
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
llama-3.1-8b-instruct
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
llama-3.1-8b-instruct
Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
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npm install -g metrillm@latest$
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Or run without installing: npx metrillm@latest