qwen3.8:27b

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

codegemma:7b

OLLAMA GGUF

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

84 vs 71

Hardware Fit

66 vs 91

Quality Score

92 vs 62

Hardware

qwen3.8:27b codegemma:7b

MachineNVIDIA NVIDIA_DGX_SparkMacBook Air

CPUCortex-X925Apple M4

Cores2010

RAM122 GB32 GB

GPUDevice 2e12Apple M4

OSUbuntu 24.04.5 LTSmacOS 26.3

Archarm64arm64

Power Modeperformancebalanced

Performance

qwen3.8:27b codegemma:7b

Tokens/sec29.418.7

First chunk306 msN/A

TTFT4.8 s320 ms

Load time5.3 s0.8 s

Memory usage16.2 GB8.7 GB

Memory %13%27%

HW Fit Score Breakdown

qwen3.8:27b

Speed

31/50

TTFT

5/20

Memory

30/30

codegemma:7b

Speed

31/50

TTFT

30/20

Memory

30/30

Quality

qwen3.8:27b

Reasoning

19/20

Coding

19/20

Instruction

14/20

Structured

15/15

Math

15/15

Multilingual

10/10

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

codegemma:7b

Reasoning

1/20

Coding

14/20

Instruction

13/20

Structured

15/15

Math

10/15

Multilingual

9/10

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

View qwen3.8:27b details | View codegemma: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