gemma3:1b

gemma3 · 999.89M · Q4_K_M

Good

Feb 28, 2026 · Apple M4

codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

72 vs 68

Hardware Fit

98 vs 97

Quality Score

55 vs 49

Hardware

gemma3:1b codellama:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modeunknownbalanced

Performance

gemma3:1b codellama:7b

Tokens/sec39.523.6

TTFT333 ms297 ms

Load time1.6 s0.9 s

Memory usage1.3 GB12.6 GB

Memory %4%39%

HW Fit Score Breakdown

gemma3:1b

Speed

40/40

TTFT

30/30

Memory

28/30

codellama:7b

Speed

37/40

TTFT

30/30

Memory

30/30

Quality

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

codellama:7b

Reasoning

6/20

Coding

7/20

Instruction

12/20

Structured

13/15

Math

3/15

Multilingual

8/10

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

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

Run yours and compare

npx metrillm@latest bench

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