granite3.1-dense:8b

granite · 8.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

76 vs 74

Hardware Fit

91 vs 91

Quality Score

66 vs 62

Hardware

granite3.1-dense:8b codegemma:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

granite3.1-dense:8b codegemma:7b

Tokens/sec18.818.7

TTFT308 ms320 ms

Load time0.6 s0.8 s

Memory usage13.0 GB8.7 GB

Memory %41%27%

HW Fit Score Breakdown

granite3.1-dense:8b

Speed

31/40

TTFT

30/30

Memory

30/30

codegemma:7b

Speed

31/40

TTFT

30/30

Memory

30/30

Quality

granite3.1-dense:8b

Reasoning

12/20

Coding

11/20

Instruction

15/20

Structured

14/15

Math

5/15

Multilingual

9/10

Reasoning: Adequate Coding: Adequate Instruction Following: Strong 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 granite3.1-dense:8b details | View codegemma:7b details

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