smollm2:1.7b

llama · 1.7B · Q8_0

Good

Mar 2, 2026 · Apple M4

codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

64 vs 71

Hardware Fit

100 vs 91

Quality Score

49 vs 62

Hardware

smollm2:1.7b codegemma:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

smollm2:1.7b codegemma:7b

Tokens/sec51.818.7

TTFT84 ms320 ms

Load time0.4 s0.8 s

Memory usage3.7 GB8.7 GB

Memory %12%27%

HW Fit Score Breakdown

smollm2:1.7b

Speed

40/40

TTFT

30/30

Memory

30/30

codegemma:7b

Speed

31/40

TTFT

30/30

Memory

30/30

Quality

smollm2:1.7b

Reasoning

7/20

Coding

10/20

Instruction

12/20

Structured

13/15

Math

1/15

Multilingual

6/10

Reasoning: Weak Coding: Adequate 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 smollm2:1.7b details | View codegemma:7b details

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