solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

63 vs 71

Hardware Fit

87 vs 91

Quality Score

52 vs 62

Hardware

solar:10.7b codegemma:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

solar:10.7b codegemma:7b

Tokens/sec15.818.7

TTFT353 ms320 ms

Load time0.4 s0.8 s

Memory usage6.6 GB8.7 GB

Memory %21%27%

HW Fit Score Breakdown

solar:10.7b

Speed

27/40

TTFT

30/30

Memory

30/30

codegemma:7b

Speed

31/40

TTFT

30/30

Memory

30/30

Quality

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

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

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

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npx metrillm@latest bench

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