llama3.1:8b
OLLAMA GGUFllama · 8.0B · Q4_K_M
Aug 25, 2026 · Apple M1 Pro
gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
Global Score
72 vs 81
Hardware Fit
77 vs 100
Quality Score
70 vs 73
Hardware
llama3.1:8b gemma3n:latest
MachineMacBook ProSupermicro AS -2015HS-TNR
CPUApple M1 ProAMD EPYC 9654P 96-Core Processor
Cores1064
RAM16 GB128 GB
GPUApple M1 ProGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSmacOS 26.6.2Ubuntu 24.04.3 LTS
Archarm64x64
Power Modebalancedperformance
Performance
llama3.1:8b gemma3n:latest
Tokens/sec21.5108.7
First chunk368 ms333 ms
TTFT368 ms333 ms
Load time6.9 s4.5 s
Memory usage12.9 GB8.6 GB
Memory %81%7%
HW Fit Score Breakdown
llama3.1:8b
Speed
47/50
TTFT
20/20
Memory
10/30
gemma3n:latest
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
gemma3n:latest
Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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