codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

granite3.1-dense:8b

granite · 8.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score

63 vs 74

Hardware Fit

97 vs 91

Quality Score

49 vs 66

Hardware

codellama:7b granite3.1-dense:8b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

codellama:7b granite3.1-dense:8b

Tokens/sec23.618.8

TTFT297 ms308 ms

Load time0.9 s0.6 s

Memory usage12.6 GB13.0 GB

Memory %39%41%

HW Fit Score Breakdown

codellama:7b

Speed

37/40

TTFT

30/30

Memory

30/30

granite3.1-dense:8b

Speed

31/40

TTFT

30/30

Memory

30/30

Quality

codellama:7b

Reasoning

6/20

Coding

7/20

Instruction

12/20

Structured

13/15

Math

3/15

Multilingual

8/10

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

granite3.1-dense:8b

Reasoning

12/20

Coding

11/20

Instruction

15/20

Structured

14/15

Math

5/15

Multilingual

9/10

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

View codellama:7b details | View granite3.1-dense:8b details

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npx metrillm@latest bench

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