phi:2.7b

OLLAMA GGUF

phi2 · 3B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

59 vs 69

Hardware Fit

100 vs 50

Quality Score

41 vs 77

Hardware

phi:2.7b mistralai/devstral…

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

phi:2.7b mistralai/devstral…

Tokens/sec56.65.7

First chunkN/A5007 ms

TTFT110 ms5.0 s

Load time0.4 sN/A

Memory usage2.2 GB13.2 GB

Memory %7%41%

HW Fit Score Breakdown

phi:2.7b

Speed

40/50

TTFT

30/20

Memory

30/30

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

Memory

30/30

Quality

phi:2.7b

Reasoning

7/20

Coding

4/20

Instruction

9/20

Structured

11/15

Math

8/15

Multilingual

2/10

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

mistralai/devstral-smal…

Reasoning

16/20

Coding

18/20

Instruction

13/20

Structured

14/15

Math

6/15

Multilingual

10/10

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

View phi:2.7b 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