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llama3.1:8b

llama · 8.0B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

gemma2:2b

gemma2 · 2.6B · Q4_0

Excellent

Mar 2, 2026 · Apple M4

Global Score
77 vs 80
Hardware Fit
93 vs 100
Quality Score
67 vs 67

Hardware

llama3.1:8b gemma2:2b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

llama3.1:8b gemma2:2b
Tokens/sec20.355.1
TTFT315 ms152 ms
Load time1.1 s0.6 s
Memory usage10.4 GB2.8 GB
Memory %33%9%

HW Fit Score Breakdown

llama3.1:8b

Speed
33/40
TTFT
30/30
Memory
30/30

gemma2:2b

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

Quality

llama3.1:8b

Reasoning
12/20
Coding
15/20
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

gemma2:2b

Reasoning
11/20
Coding
13/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
View llama3.1:8b details | View gemma2:2b details

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