starling-lm:7b
OLLAMA GGUFllama · 7B · Q4_0
Mar 6, 2026 · Apple M4
gpt-oss:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Mar 5, 2026 · AMD RYZEN AI MAX+ 395
Global Score
65 vs 93
Hardware Fit
96 vs 85
Quality Score
52 vs 96
Hardware
starling-lm:7b gpt-oss:20b
MachineMacBook AirAZW GTR Pro
CPUApple M4AMD RYZEN AI MAX+ 395
Cores1032
RAM32 GB125 GB
GPUApple M4AMD Radeon 8060S
OSmacOS 26.3Ubuntu 24.04.4 LTS
Archarm64x64
Power Modebalancedlow-power
Performance
starling-lm:7b gpt-oss:20b
Tokens/sec23.847.1
First chunk232 ms320 ms
TTFT232 ms1.8 s
Load time0.4 s3.8 s
Memory usage5.3 GB16.4 GB
Memory %17%13%
HW Fit Score Breakdown
starling-lm:7b
Speed
46/50
TTFT
20/20
Memory
30/30
gpt-oss:20b
Speed
44/50
TTFT
11/20
Memory
30/30
Quality
starling-lm:7b
Reasoning
10/20
Coding
13/20
Instruction
8/20
Structured
3/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Adequate Multilingual: Strong
gpt-oss:20b
Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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