llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score

81 vs 77

Hardware Fit

100 vs 59

Quality Score

73 vs 84

Hardware

llama-3.1-8b-instr… gemma4:12b

MachineASUSASUSTeK COMPUTER INC. GX10

CPUAMD Ryzen 5 5500Cortex-X925

Cores1220

RAM31 GB122 GB

GPUNavi 44 [Radeon RX 9060 XT]Device 2e12

OSNobara Linux 43Ubuntu 24.04.4 LTS

Archx64arm64

Power Modeperformanceperformance

Performance

llama-3.1-8b-instr… gemma4:12b

Tokens/sec35.626.8

First chunk52 ms632 ms

TTFT256 ms30.0 s

Load timeN/A5.4 s

Memory usage8.6 GB9.3 GB

Memory %28%8%

HW Fit Score Breakdown

llama-3.1-8b-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

gemma4:12b

Speed

29/50

TTFT

0/20

Memory

30/30

Quality

llama-3.1-8b-instruct

Reasoning

13/20

Coding

17/20

Instruction

13/20

Structured

15/15

Math

5/15

Multilingual

10/10

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

gemma4:12b

Reasoning

17/20

Coding

17/20

Instruction

13/20

Structured

14/15

Math

13/15

Multilingual

10/10

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

View llama-3.1-8b-instr… details | View gemma4:12b 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