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codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

smollm2:1.7b

llama · 1.7B · Q8_0

Good

Mar 1, 2026 · Apple M4

Global Score
65 vs 63
Hardware Fit
91 vs 99
Quality Score
48 vs 39

Hardware

codegemma:7b smollm2:1.7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

codegemma:7b smollm2:1.7b
Tokens/sec19.250.3
TTFT316 ms81 ms
Load time0.1 s0.4 s
Memory usage8.7 GB3.7 GB
Memory %27%12%

HW Fit Score Breakdown

codegemma:7b

Speed
31/40
TTFT
30/30
Memory
30/30

smollm2:1.7b

Speed
40/40
TTFT
30/30
Memory
29/30

Quality

codegemma:7b

Reasoning
1/20
Coding
0/20
Instruction
13/20
Structured
15/15
Math
10/15
Multilingual
9/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

smollm2:1.7b

Reasoning
7/20
Coding
0/20
Instruction
12/20
Structured
13/15
Math
1/15
Multilingual
6/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate
View codegemma:7b details | View smollm2:1.7b details

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