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mistral-nemo:12b

llama · 12.2B · Q4_0

Good

Mar 1, 2026 · Apple M4

llama3.2:1b

llama · 1.2B · Q8_0

Good

Mar 1, 2026 · Apple M4

Global Score
73 vs 63
Hardware Fit
86 vs 100
Quality Score
65 vs 39

Hardware

mistral-nemo:12b llama3.2:1b
MachineMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

mistral-nemo:12b llama3.2:1b
Tokens/sec14.628.2
TTFT371 ms199 ms
Load time1.0 s1.8 s
Memory usage13.3 GB4.3 GB
Memory %42%13%

HW Fit Score Breakdown

mistral-nemo:12b

Speed
26/40
TTFT
30/30
Memory
30/30

llama3.2:1b

Speed
40/40
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

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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running