codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

stablelm2:1.6b

stablelm · 2B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score

74 vs 48

Hardware Fit

91 vs 98

Quality Score

62 vs 15

Hardware

codegemma:7b stablelm2:1.6b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

codegemma:7b stablelm2:1.6b

Tokens/sec18.762.8

TTFT320 ms126 ms

Load time0.8 s0.4 s

Memory usage8.7 GB1.1 GB

Memory %27%3%

HW Fit Score Breakdown

codegemma:7b

Speed

31/40

TTFT

30/30

Memory

30/30

stablelm2:1.6b

Speed

40/40

TTFT

30/30

Memory

28/30

Quality

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

stablelm2:1.6b

Reasoning

4/20

Coding

0/20

Instruction

6/20

Structured

1/15

Math

2/15

Multilingual

2/10

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

View codegemma:7b details | View stablelm2:1.6b details

Run yours and compare

npx metrillm@latest bench

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