codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

llama2:13b

llama · 13B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score

63 vs 56

Hardware Fit

97 vs 84

Quality Score

49 vs 44

Hardware

codellama:7b llama2:13b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

codellama:7b llama2:13b

Tokens/sec23.613.5

TTFT297 ms415 ms

Load time0.9 s0.6 s

Memory usage12.6 GB10.3 GB

Memory %39%32%

HW Fit Score Breakdown

codellama:7b

Speed

37/40

TTFT

30/30

Memory

30/30

llama2:13b

Speed

24/40

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

llama2:13b

Reasoning

9/20

Coding

3/20

Instruction

13/20

Structured

7/15

Math

3/15

Multilingual

9/10

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

View codellama:7b details | View llama2:13b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running