phi-3.5-mini-instruct

LM-STUDIO MLX

phi3 · 4bit

Marginal

Mar 4, 2026 · Apple M4

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

Global Score

55 vs 77

Hardware Fit

100 vs 94

Quality Score

36 vs 70

Hardware

phi-3.5-mini-instr… deepseek-r1:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

phi-3.5-mini-instr… deepseek-r1:7b

Tokens/sec43.422.2

First chunk359 ms285 ms

TTFT359 ms285 ms

Load timeN/A0.8 s

Memory usage2.0 GB7.6 GB

Memory %6%24%

HW Fit Score Breakdown

phi-3.5-mini-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

deepseek-r1:7b

Speed

44/50

TTFT

20/20

Memory

30/30

Quality

phi-3.5-mini-instruct

Reasoning

11/20

Coding

4/20

Instruction

7/20

Structured

1/15

Math

7/15

Multilingual

6/10

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

deepseek-r1:7b

Reasoning

14/20

Coding

12/20

Instruction

10/20

Structured

12/15

Math

15/15

Multilingual

7/10

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

View phi-3.5-mini-instr… details | View deepseek-r1:7b details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest