llama3.1:8b
OLLAMA GGUFllama · 8.0B · Q4_K_M
Aug 25, 2026 · Apple M1 Pro
qwen2.5-coder:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
Global Score
72 vs 68
Hardware Fit
77 vs 100
Quality Score
70 vs 54
Hardware
llama3.1:8b qwen2.5-coder:1.5b
MachineMacBook ProLENOVO 20U30029MB
CPUApple M1 ProIntel Core™ i5-10210U
Cores108
RAM16 GB15 GB
GPUApple M1 ProCometLake-U GT2 [UHD Graphics]
OSmacOS 26.6.2Pop 24.04 LTS
Archarm64x64
Power Modebalancedlow-power
Performance
llama3.1:8b qwen2.5-coder:1.5b
Tokens/sec21.521.8
First chunk368 ms499 ms
TTFT368 ms499 ms
Load time6.9 s4.4 s
Memory usage12.9 GB1.5 GB
Memory %81%10%
HW Fit Score Breakdown
llama3.1:8b
Speed
47/50
TTFT
20/20
Memory
10/30
qwen2.5-coder:1.5b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
llama3.1:8b
Reasoning
12/20
Coding
18/20
Instruction
13/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
qwen2.5-coder:1.5b
Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor 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