mistral-nemo:12b

llama · 12.2B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen2.5:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score

73 vs 74

Hardware Fit

86 vs 93

Quality Score

65 vs 61

Hardware

mistral-nemo:12b qwen2.5:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

mistral-nemo:12b qwen2.5:7b

Tokens/sec14.620.5

TTFT371 ms295 ms

Load time1.0 s0.8 s

Memory usage13.3 GB7.6 GB

Memory %42%24%

HW Fit Score Breakdown

mistral-nemo:12b

Speed

26/40

TTFT

30/30

Memory

30/30

qwen2.5:7b

Speed

33/40

TTFT

30/30

Memory

30/30

Quality

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

qwen2.5:7b

Reasoning

14/20

Coding

0/20

Instruction

16/20

Structured

14/15

Math

8/15

Multilingual

9/10

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

View mistral-nemo:12b details | View qwen2.5:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running