smollm2:360m

llama · 361.82M · F16

Marginal

Mar 1, 2026 · Apple M4

codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

58 vs 74

Hardware Fit

99 vs 91

Quality Score

30 vs 62

Hardware

smollm2:360m codegemma:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

smollm2:360m codegemma:7b

Tokens/sec115.118.7

TTFT39 ms320 ms

Load time0.4 s0.8 s

Memory usage1.2 GB8.7 GB

Memory %4%27%

HW Fit Score Breakdown

smollm2:360m

Speed

40/40

TTFT

30/30

Memory

29/30

codegemma:7b

Speed

31/40

TTFT

30/30

Memory

30/30

Quality

smollm2:360m

Reasoning

4/20

Coding

0/20

Instruction

10/20

Structured

9/15

Math

4/15

Multilingual

3/10

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

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 smollm2:360m details | View codegemma:7b details

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