Back to leaderboard

llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Good

Aug 25, 2026 · Apple M1 Pro

qwen3:0.6b

OLLAMA GGUF

qwen3 · 751.63M · Q4_K_M

Good

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score
72 vs 61
Hardware Fit
77 vs 85
Quality Score
70 vs 51

Hardware

llama3.1:8b qwen3:0.6b
MachineMacBook ProLENOVO 20L7CTO1WW
CPUApple M1 ProIntel Core™ i5-8350U
Cores108
RAM16 GB23 GB
GPUApple M1 ProKaby Lake-R GT2 [UHD Graphics 620]
OSmacOS 26.6.2Fedora Linux 43
Archarm64x64
Power Modebalancedlow-power

Performance

llama3.1:8b qwen3:0.6b
Tokens/sec21.527.0
First chunk368 ms597 ms
TTFT368 ms8.7 s
Load time6.9 s1.8 s
Memory usage12.9 GB0.9 GB
Memory %81%4%

HW Fit Score Breakdown

llama3.1:8b

Speed
47/50
TTFT
20/20
Memory
10/30

qwen3:0.6b

Speed
50/50
TTFT
5/20
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

qwen3:0.6b

Reasoning
14/20
Coding
0/20
Instruction
9/20
Structured
12/15
Math
9/15
Multilingual
7/10
Reasoning: Adequate Coding: Poor Instruction Following: Weak Structured Output: Strong Math: Adequate Multilingual: Adequate
View llama3.1:8b details | View qwen3:0.6b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest