phi4-mini:latest

phi3 · 3.8B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

starcoder2:3b

starcoder2 · 3B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score

71 vs 39

Hardware Fit

100 vs 100

Quality Score

58 vs 13

Hardware

phi4-mini:latest starcoder2:3b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

phi4-mini:latest starcoder2:3b

Tokens/sec36.249.4

TTFT190 ms155 ms

Load time0.8 s0.4 s

Memory usage8.3 GB3.0 GB

Memory %26%9%

HW Fit Score Breakdown

phi4-mini:latest

Speed

40/40

TTFT

30/30

Memory

30/30

starcoder2:3b

Speed

40/40

TTFT

30/30

Memory

30/30

Quality

phi4-mini:latest

Reasoning

12/20

Coding

10/20

Instruction

10/20

Structured

11/15

Math

5/15

Multilingual

10/10

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

starcoder2:3b

Reasoning

0/20

Coding

2/20

Instruction

5/20

Structured

2/15

Math

2/15

Multilingual

2/10

Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

View phi4-mini:latest details | View starcoder2:3b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running