gemma3:1b
OLLAMA GGUFgemma3 · 999.89M · Q4_K_M
Feb 28, 2026 · Apple M4
llama3.1:8b
OLLAMA GGUFllama · 8.0B · Q4_K_M
Jun 26, 2026 · Cortex-A78AE
Global Score
68 vs 46
Hardware Fit
98 vs 61
Quality Score
55 vs 40
Hardware
gemma3:1b llama3.1:8b
MachineMacBook AirNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUApple M4Cortex-A78AE
Cores106
RAM32 GB7 GB
GPUApple M4Integrated / Unknown
OSmacOS 26.3Ubuntu 22.04.5 LTS
Archarm64arm64
Power Modeunknownbalanced
Performance
gemma3:1b llama3.1:8b
Tokens/sec39.57.8
First chunkN/A1625 ms
TTFT333 ms1.6 s
Load time1.6 s21.8 s
Memory usage1.3 GB5.2 GB
Memory %4%71%
HW Fit Score Breakdown
gemma3:1b
Speed
40/50
TTFT
30/20
Memory
28/30
llama3.1:8b
Speed
26/50
TTFT
20/20
Memory
15/30
Quality
gemma3:1b
Reasoning
6/20
Coding
13/20
Instruction
15/20
Structured
12/15
Math
1/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong
llama3.1:8b
Reasoning
12/20
Coding
10/20
Instruction
4/20
Structured
1/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Poor Structured Output: Poor 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