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gemma2:2b

gemma2 · 2.6B · Q4_0

Excellent

Mar 2, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
80 vs 70
Hardware Fit
100 vs 94
Quality Score
67 vs 54

Hardware

gemma2:2b qwen2.5-coder:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma2:2b qwen2.5-coder:7b
Tokens/sec55.121.5
TTFT152 ms290 ms
Load time0.6 s0.8 s
Memory usage2.8 GB7.6 GB
Memory %9%24%

HW Fit Score Breakdown

gemma2:2b

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

qwen2.5-coder:7b

Speed
34/40
TTFT
30/30
Memory
30/30

Quality

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

qwen2.5-coder:7b

Reasoning
10/20
Coding
0/20
Instruction
13/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View gemma2:2b details | View qwen2.5-coder:7b details

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