microsoft/phi-4-mini-reasoning

LM-STUDIO MLX

phi3 · 3.8B · 4bit

Good

Mar 3, 2026 · Apple M4

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

Global Score

62 vs 81

Hardware Fit

99 vs 100

Quality Score

46 vs 73

Hardware

microsoft/phi-4-mi… llama-3.1-8b-instr…

MachineMacBook AirASUS

CPUApple M4AMD Ryzen 5 5500

Cores1012

RAM32 GB31 GB

GPUApple M4Navi 44 [Radeon RX 9060 XT]

OSmacOS 26.3Nobara Linux 43

Archarm64x64

Power Modebalancedperformance

Performance

microsoft/phi-4-mi… llama-3.1-8b-instr…

Tokens/sec40.335.6

First chunk289 ms52 ms

TTFT289 ms256 ms

Load timeN/AN/A

Memory usage2.0 GB8.6 GB

Memory %6%28%

HW Fit Score Breakdown

microsoft/phi-4-mini-re…

Speed

50/50

TTFT

20/20

Memory

29/30

llama-3.1-8b-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

microsoft/phi-4-mini-re…

Reasoning

7/20

Coding

6/20

Instruction

7/20

Structured

7/15

Math

12/15

Multilingual

7/10

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

llama-3.1-8b-instruct

Reasoning

13/20

Coding

17/20

Instruction

13/20

Structured

15/15

Math

5/15

Multilingual

10/10

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

View microsoft/phi-4-mi… details | View llama-3.1-8b-instr… details

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