llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Good

Apr 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score

81 vs 78

Hardware Fit

100 vs 47

Quality Score

73 vs 92

Hardware

llama-3.1-8b-instr… gemma4:31b

MachineASUSAZW GTR Pro

CPUAMD Ryzen 5 5500AMD RYZEN AI MAX+ 395

Cores1232

RAM31 GB125 GB

GPUNavi 44 [Radeon RX 9060 XT]Radeon 8060S

OSNobara Linux 43Ubuntu 24.04.4 LTS

Archx64x64

Power Modeperformanceperformance

Performance

llama-3.1-8b-instr… gemma4:31b

Tokens/sec35.69.8

First chunk52 ms873 ms

TTFT256 ms873 ms

Load timeN/A7.0 s

Memory usage8.6 GB68.3 GB

Memory %28%55%

HW Fit Score Breakdown

llama-3.1-8b-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

gemma4:31b

Speed

8/50

TTFT

16/20

Memory

23/30

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

gemma4:31b

Reasoning

19/20

Coding

19/20

Instruction

16/20

Structured

15/15

Math

14/15

Multilingual

9/10

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

View llama-3.1-8b-instr… details | View gemma4:31b 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