qwen3.5:2b

qwen35 · 2.3B · Q8_0

Good

Mar 2, 2026 · Apple M4

codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

73 vs 71

Hardware Fit

100 vs 91

Quality Score

62 vs 62

Hardware

qwen3.5:2b codegemma:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:2b codegemma:7b

Tokens/sec30.418.7

TTFT215 ms320 ms

Load time1.8 s0.8 s

Memory usage4.5 GB8.7 GB

Memory %14%27%

HW Fit Score Breakdown

qwen3.5:2b

Speed

40/40

TTFT

30/30

Memory

30/30

codegemma:7b

Speed

31/40

TTFT

30/30

Memory

30/30

Quality

qwen3.5:2b

Reasoning

12/20

Coding

10/20

Instruction

13/20

Structured

14/15

Math

4/15

Multilingual

9/10

Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

codegemma:7b

Reasoning

1/20

Coding

14/20

Instruction

13/20

Structured

15/15

Math

10/15

Multilingual

9/10

Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

View qwen3.5:2b details | View codegemma:7b details

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