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codegemma:7b

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

smollm2:135m

llama · 134.52M · F16

Marginal

Mar 2, 2026 · Apple M4

Global Score
65 vs 49
Hardware Fit
91 vs 100
Quality Score
48 vs 15

Hardware

codegemma:7b smollm2:135m
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

codegemma:7b smollm2:135m
Tokens/sec19.2241.0
TTFT316 ms39 ms
Load time0.1 s0.4 s
Memory usage8.7 GB0.6 GB
Memory %27%2%

HW Fit Score Breakdown

codegemma:7b

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

smollm2:135m

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

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

smollm2:135m

Reasoning
4/20
Coding
1/20
Instruction
6/20
Structured
2/15
Math
1/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor
View codegemma:7b details | View smollm2:135m details

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npx metrillm@latest bench

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