qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
Global Score
68 vs 81
Hardware Fit
59 vs 95
Quality Score
72 vs 75
Hardware
qwen2.5-coder:7b prism-ml/bonsai-27b
MachineASUSASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PH
CPUIntel Gen Intel® Core™ i7-13700KAMD Ryzen 9 8940HX
Cores2432
RAM64 GB15 GB
GPUNVIDIA GeForce RTX 3070NVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610M
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modeunknownbalanced
Performance
qwen2.5-coder:7b prism-ml/bonsai-27b
Tokens/sec34.433.6
First chunk1991 ms20 ms
TTFT2.0 s409 ms
Load time40.6 sN/A
Memory usage5.0 GB5.3 GB
Memory %8%35%
HW Fit Score Breakdown
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
Quality
qwen2.5-coder:7b
Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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
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