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mistral-nemo:12b

llama · 12.2B · Q4_0

Good

Mar 1, 2026 · Apple M4

tinyllama:1.1b

llama · 1B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score
71 vs 43
Hardware Fit
86 vs 100
Quality Score
65 vs 19

Hardware

mistral-nemo:12b tinyllama:1.1b
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 tinyllama:1.1b
Tokens/sec14.6121.0
TTFT371 ms82 ms
Load time1.0 s0.4 s
Memory usage13.3 GB0.7 GB
Memory %42%2%

HW Fit Score Breakdown

mistral-nemo:12b

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

tinyllama:1.1b

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

tinyllama:1.1b

Reasoning
2/20
Coding
1/20
Instruction
6/20
Structured
7/15
Math
0/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Weak

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running