prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
Global Score
81 vs 87
Hardware Fit
95 vs 100
Quality Score
75 vs 82
Hardware
prism-ml/bonsai-27b Ling-3.0-tiny-IQ4_…
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHASUSTeK COMPUTER INC. GL702VMK
CPUAMD Ryzen 9 8940HXIntel Core™ i7-7700HQ
Cores328
RAM15 GB16 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MNVIDIA GeForce GTX 1060
OSMicrosoft Windows 11 Home Single Language 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
prism-ml/bonsai-27b Ling-3.0-tiny-IQ4_…
Tokens/sec33.624.7
First chunk20 ms283 ms
TTFT409 ms283 ms
Load timeN/A45.8 s
Memory usage5.3 GB4.3 GB
Memory %35%27%
HW Fit Score Breakdown
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
Ling-3.0-tiny-IQ4_XS:la…
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
Ling-3.0-tiny-IQ4_XS:la…
Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest