gemma3:1b

gemma3 · 999.89M · Q4_K_M

Good

Mar 1, 2026 · Apple M4

deepseek-coder:6.7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score

61 vs 63

Hardware Fit

90 vs 98

Quality Score

42 vs 39

Hardware

gemma3:1b deepseek-coder:6.7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modeunknownbalanced

Performance

gemma3:1b deepseek-coder:6.7b

Tokens/sec87.924.1

TTFT2.3 s251 ms

Load time0.2 s0.9 s

Memory usage1.3 GB12.6 GB

Memory %4%39%

HW Fit Score Breakdown

gemma3:1b

Speed

40/40

TTFT

20/30

Memory

30/30

deepseek-coder:6.7b

Speed

38/40

TTFT

30/30

Memory

30/30

Quality

gemma3:1b

Reasoning

6/20

Coding

0/20

Instruction

15/20

Structured

12/15

Math

1/15

Multilingual

8/10

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

deepseek-coder:6.7b

Reasoning

4/20

Coding

14/20

Instruction

9/20

Structured

6/15

Math

1/15

Multilingual

5/10

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

View gemma3:1b details | View deepseek-coder:6.7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running