prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor
Global Score
81 vs 90
Hardware Fit
95 vs 79
Quality Score
75 vs 94
Hardware
prism-ml/bonsai-27b GPT-20B:20b
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 9 8940HXAMD Ryzen 9 9955HX3D 16-Core Processor
Cores3232
RAM15 GB31 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Home Single Language 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
prism-ml/bonsai-27b GPT-20B:20b
Tokens/sec33.636.6
First chunk20 ms722 ms
TTFT409 ms4.7 s
Load timeN/A0.3 s
Memory usage5.3 GB13.1 GB
Memory %35%42%
HW Fit Score Breakdown
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
GPT-20B:20b
Speed
46/50
TTFT
6/20
Memory
27/30
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-20B:20b
Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
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