codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

mistral-nemo:12b

llama · 12.2B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

68 vs 73

Hardware Fit

97 vs 86

Quality Score

49 vs 65

Hardware

codellama:7b mistral-nemo:12b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

codellama:7b mistral-nemo:12b

Tokens/sec23.614.6

TTFT297 ms371 ms

Load time0.9 s1.0 s

Memory usage12.6 GB13.3 GB

Memory %39%42%

HW Fit Score Breakdown

codellama:7b

Speed

37/40

TTFT

30/30

Memory

30/30

mistral-nemo:12b

Speed

26/40

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

mistral-nemo:12b

Reasoning

12/20

Coding

13/20

Instruction

11/20

Structured

15/15

Math

4/15

Multilingual

10/10

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

View codellama:7b details | View mistral-nemo:12b details

Run yours and compare

npx metrillm@latest bench

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