starling-lm:7b
OLLAMA GGUFllama · 7B · Q4_0
Mar 2, 2026 · Apple M4
qwen3.6:35b-a3b-q8_0
OLLAMA GGUFqwen35moe · 36.0B · Q8_0
Jul 7, 2026 · Cortex-X925
Global Score
63 vs 91
Hardware Fit
97 vs 99
Quality Score
49 vs 87
Hardware
starling-lm:7b qwen3.6:35b-a3b-q8_0
MachineMacBook AirASUSTeK COMPUTER INC. GX10
CPUApple M4Cortex-X925
Cores1020
RAM32 GB122 GB
GPUApple M4Device 2e12
OSmacOS 26.3Ubuntu 24.04.4 LTS
Archarm64arm64
Power Modebalancedperformance
Performance
starling-lm:7b qwen3.6:35b-a3b-q8_0
Tokens/sec23.756.2
First chunkN/A531 ms
TTFT234 ms531 ms
Load time0.4 s32.8 s
Memory usage5.3 GB41.0 GB
Memory %17%34%
HW Fit Score Breakdown
starling-lm:7b
Speed
37/50
TTFT
30/20
Memory
30/30
qwen3.6:35b-a3b-q8_0
Speed
50/50
TTFT
20/20
Memory
29/30
Quality
starling-lm:7b
Reasoning
11/20
Coding
13/20
Instruction
6/20
Structured
3/15
Math
8/15
Multilingual
8/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Adequate Multilingual: Strong
qwen3.6:35b-a3b-q8_0
Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
12/15
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