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phi3:3.8b

phi3 · 3.8B · Q4_0

Good

Mar 2, 2026 · Apple M4

mistral-nemo:12b

llama · 12.2B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score
64 vs 71
Hardware Fit
100 vs 86
Quality Score
48 vs 65

Hardware

phi3:3.8b 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

phi3:3.8b mistral-nemo:12b
Tokens/sec42.014.6
TTFT142 ms371 ms
Load time1.1 s1.0 s
Memory usage16.0 GB13.3 GB
Memory %50%42%

HW Fit Score Breakdown

phi3:3.8b

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

mistral-nemo:12b

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

Quality

phi3:3.8b

Reasoning
12/20
Coding
3/20
Instruction
11/20
Structured
10/15
Math
5/15
Multilingual
7/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Weak Multilingual: Adequate

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

Run yours and compare

npx metrillm@latest bench

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