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llama3.1:8b

llama · 8.0B · Q4_K_M

Not Rec.

Feb 28, 2026 · Apple M4 Pro

qwen3:0.6b

qwen3 · 751.63M · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
64 vs 75
Hardware Fit
56 vs 100
Quality Score
70 vs 59

Hardware

llama3.1:8b qwen3:0.6b
MachineMac MiniMacBook Air
CPUApple M4 ProApple M4
Cores1410
RAM64 GB32 GB
GPUApple M4 ProApple M4
OSmacOS 15.7.4macOS 26.3
Archarm64arm64
Power Modeunknownbalanced

Performance

llama3.1:8b qwen3:0.6b
Tokens/sec5.5143.9
TTFT1.4 s1.4 s
Load time3.7 s0.9 s
Memory usage28.6 GB4.1 GB
Memory %45%13%

HW Fit Score Breakdown

llama3.1:8b

Speed
5/40
TTFT
22/30
Memory
29/30

qwen3:0.6b

Speed
40/40
TTFT
30/30
Memory
30/30

Quality

llama3.1:8b

Reasoning
12/20
Coding
17/20
Instruction
14/20
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
11/20
Structured
13/15
Math
13/15
Multilingual
8/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View llama3.1:8b details | View qwen3:0.6b details

Run yours and compare

npx metrillm@latest bench

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