codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

gemma3:1b

gemma3 · 999.89M · Q4_K_M

Good

Feb 28, 2026 · Apple M4

Global Score

65 vs 72

Hardware Fit

91 vs 98

Quality Score

48 vs 55

Hardware

codegemma:7b gemma3:1b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedunknown

Performance

codegemma:7b gemma3:1b

Tokens/sec19.239.4

TTFT316 ms362 ms

Load time0.1 s0.3 s

Memory usage8.7 GB1.3 GB

Memory %27%4%

HW Fit Score Breakdown

codegemma:7b

Speed

31/40

TTFT

30/30

Memory

30/30

gemma3:1b

Speed

40/40

TTFT

30/30

Memory

28/30

Quality

codegemma:7b

Reasoning

1/20

Coding

0/20

Instruction

13/20

Structured

15/15

Math

10/15

Multilingual

9/10

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

gemma3:1b

Reasoning

6/20

Coding

13/20

Instruction

15/20

Structured

12/15

Math

1/15

Multilingual

8/10

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

View codegemma:7b details | View gemma3:1b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running