deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

Global Score

77 vs 66

Hardware Fit

94 vs 91

Quality Score

70 vs 55

Hardware

deepseek-r1:7b qwen3.8-27b-mlx

MachineMacBook AirMacBook Pro

CPUApple M4Apple M5 Max

Cores1018

RAM32 GB64 GB

GPUApple M4Apple M5 Max

OSmacOS 26.3macOS 27.0

Archarm64arm64

Power Modebalancedbalanced

Performance

deepseek-r1:7b qwen3.8-27b-mlx

Tokens/sec22.233.2

First chunk285 ms7 ms

TTFT285 ms311 ms

Load time0.8 sN/A

Memory usage7.6 GB0.5 GB

Memory %24%1%

HW Fit Score Breakdown

deepseek-r1:7b

Speed

44/50

TTFT

20/20

Memory

30/30

qwen3.8-27b-mlx

Speed

41/50

TTFT

20/20

Memory

30/30

Quality

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

qwen3.8-27b-mlx

Reasoning

19/20

Coding

13/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

3/10

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

View deepseek-r1:7b details | View qwen3.8-27b-mlx 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