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phi4-mini

Not Rec.

Mar 1, 2026 · Apple M4

qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
38 vs 42
Hardware Fit
64 vs 60
Quality Score
21 vs 30

Hardware

phi4-mini qwen3:8b
MachineMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

phi4-mini qwen3:8b
Tokens/sec21.718.2
TTFT11.9 s12.4 s
Load time3.5 s2.7 s
Memory usage0.0 GB9.5 GB
Memory %0%30%

HW Fit Score Breakdown

phi4-mini

Speed
31/40
TTFT
3/30
Memory
30/30

qwen3:8b

Speed
27/40
TTFT
3/30
Memory
30/30

Quality

phi4-mini

Reasoning
11/20
Coding
0/20
Instruction
0/20
Structured
0/15
Math
5/15
Multilingual
5/10
Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Adequate

qwen3:8b

Reasoning
9/20
Coding
0/20
Instruction
5/20
Structured
4/15
Math
3/15
Multilingual
9/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running