codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score

74 vs 66

Hardware Fit

91 vs 87

Quality Score

62 vs 52

Hardware

codegemma:7b solar:10.7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

codegemma:7b solar:10.7b

Tokens/sec18.715.8

TTFT320 ms353 ms

Load time0.8 s0.4 s

Memory usage8.7 GB6.6 GB

Memory %27%21%

HW Fit Score Breakdown

codegemma:7b

Speed

31/40

TTFT

30/30

Memory

30/30

solar:10.7b

Speed

27/40

TTFT

30/30

Memory

30/30

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

solar:10.7b

Reasoning

8/20

Coding

8/20

Instruction

11/20

Structured

14/15

Math

4/15

Multilingual

7/10

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

View codegemma:7b details | View solar:10.7b details

Run yours and compare

npx metrillm@latest bench

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