codellama:7b

OLLAMA GGUF

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Mar 5, 2026 · Intel Core™ Ultra 9 285K

Global Score

63 vs 84

Hardware Fit

97 vs 97

Quality Score

49 vs 79

Hardware

codellama:7b qwen3:8b

MachineMacBook AirASUS

CPUApple M4Intel Core™ Ultra 9 285K

Cores1024

RAM32 GB47 GB

GPUApple M4NVIDIA GeForce RTX 5090, Intel(R) Graphics

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

codellama:7b qwen3:8b

Tokens/sec23.6208.0

First chunkN/A82 ms

TTFT297 ms1.3 s

Load time0.9 s1.5 s

Memory usage12.6 GB9.6 GB

Memory %39%20%

HW Fit Score Breakdown

codellama:7b

Speed

37/50

TTFT

30/20

Memory

30/30

qwen3:8b

Speed

50/50

TTFT

18/20

Memory

29/30

Quality

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

qwen3:8b

Reasoning

18/20

Coding

10/20

Instruction

14/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

View codellama:7b details | View qwen3:8b 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