codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

llama3.2:1b

llama · 1.2B · Q8_0

Marginal

Mar 1, 2026 · Apple M4

Global Score

63 vs 57

Hardware Fit

97 vs 100

Quality Score

49 vs 39

Hardware

codellama:7b llama3.2:1b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedunknown

Performance

codellama:7b llama3.2:1b

Tokens/sec23.669.6

TTFT297 ms169 ms

Load time0.9 s0.1 s

Memory usage12.6 GB4.3 GB

Memory %39%13%

HW Fit Score Breakdown

codellama:7b

Speed

37/40

TTFT

30/30

Memory

30/30

llama3.2:1b

Speed

40/40

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

llama3.2:1b

Reasoning

4/20

Coding

0/20

Instruction

14/20

Structured

13/15

Math

1/15

Multilingual

7/10

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

View codellama:7b details | View llama3.2:1b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running