qwen3.5:latest

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Not Rec.

Mar 8, 2026 · Apple M4

codellama:7b

OLLAMA GGUF

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

34 vs 63

Hardware Fit

58 vs 97

Quality Score

23 vs 49

Hardware

qwen3.5:latest codellama:7b

MachineMac miniMacBook Air

CPUApple M4Apple M4

Cores1010

RAM16 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:latest codellama:7b

Tokens/sec13.323.6

First chunk438 msN/A

TTFT19.8 s297 ms

Load time0.2 s0.9 s

Memory usage8.0 GB12.6 GB

Memory %50%39%

HW Fit Score Breakdown

qwen3.5:latest

Speed

32/50

TTFT

1/20

Memory

25/30

codellama:7b

Speed

37/50

TTFT

30/20

Memory

30/30

Quality

qwen3.5:latest

Reasoning

6/20

Coding

1/20

Instruction

3/20

Structured

0/15

Math

5/15

Multilingual

8/10

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

codellama:7b

Reasoning

6/20

Coding

7/20

Instruction

12/20

Structured

13/15

Math

3/15

Multilingual

8/10

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

View qwen3.5:latest details | View codellama: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