gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score

86 vs 68

Hardware Fit

80 vs 59

Quality Score

89 vs 72

Hardware

gemma4:12b qwen2.5-coder:7b

MachineASUSASUS

CPUIntel Gen Intel® Core™ i7-12700Intel Gen Intel® Core™ i7-13700K

Cores2024

RAM30 GB64 GB

GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060NVIDIA GeForce RTX 3070

OSUbuntu 26.04.1 LTSMicrosoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modelow-powerunknown

Performance

gemma4:12b qwen2.5-coder:7b

Tokens/sec74.434.4

First chunk152 ms1991 ms

TTFT30.0 s2.0 s

Load time0.0 s40.6 s

Memory usage0.8 GB5.0 GB

Memory %3%8%

HW Fit Score Breakdown

gemma4:12b

Speed

50/50

TTFT

0/20

Memory

30/30

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

Quality

gemma4:12b

Reasoning

18/20

Coding

15/20

Instruction

17/20

Structured

15/15

Math

14/15

Multilingual

10/10

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

qwen2.5-coder:7b

Reasoning

11/20

Coding

18/20

Instruction

12/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View gemma4:12b details | View qwen2.5-coder: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