microsoft/phi-4-mini-reasoning

LM-STUDIO MLX

phi3 · 3.8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

Global Score

64 vs 73

Hardware Fit

100 vs 64

Quality Score

48 vs 77

Hardware

microsoft/phi-4-mi… mistralai/devstral…

MachineMac miniMacBook Pro

CPUApple M4 ProApple M1 Pro

Cores1410

RAM64 GB32 GB

GPUApple M4 ProApple M1 Pro

OSmacOS 15.7.4macOS 15.6.1

Archarm64arm64

Power Modebalancedbalanced

Performance

microsoft/phi-4-mi… mistralai/devstral…

Tokens/sec90.311.9

First chunk198 ms7 ms

TTFT198 ms1.1 s

Load timeN/AN/A

Memory usage2.0 GB19.7 GB

Memory %3%62%

HW Fit Score Breakdown

microsoft/phi-4-mini-re…

Speed

50/50

TTFT

20/20

Memory

30/30

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

Quality

microsoft/phi-4-mini-re…

Reasoning

7/20

Coding

7/20

Instruction

7/20

Structured

7/15

Math

13/15

Multilingual

7/10

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

mistralai/devstral-smal…

Reasoning

17/20

Coding

16/20

Instruction

13/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View microsoft/phi-4-mi… details | View mistralai/devstral… 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