codegemma:7b
OLLAMA GGUFgemma · 9B · Q4_0
Mar 1, 2026 · Apple M4
qwen3.8-27b-fable-distill-heretic-ara-i1
LM-STUDIO GGUFqwen35 · 27B · IQ3_S
Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
71 vs 88
Hardware Fit
91 vs 98
Quality Score
62 vs 84
Hardware
codegemma:7b qwen3.8-27b-fable-…
MachineMacBook AirMicro-Star International Co., Ltd. MS-7E51
CPUApple M4AMD Ryzen 7 9700X 8-Core Processor
Cores1016
RAM32 GB31 GB
GPUApple M4NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
codegemma:7b qwen3.8-27b-fable-…
Tokens/sec18.748.8
First chunkN/A18 ms
TTFT320 ms276 ms
Load time0.8 sN/A
Memory usage8.7 GB11.7 GB
Memory %27%38%
HW Fit Score Breakdown
codegemma:7b
Speed
31/50
TTFT
30/20
Memory
30/30
qwen3.8-27b-fable-disti…
Speed
50/50
TTFT
20/20
Memory
28/30
Quality
codegemma:7b
Reasoning
1/20
Coding
14/20
Instruction
13/20
Structured
15/15
Math
10/15
Multilingual
9/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
qwen3.8-27b-fable-disti…
Reasoning
15/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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