llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

Global Score

81 vs 68

Hardware Fit

100 vs 93

Quality Score

73 vs 57

Hardware

llama-3.1-8b-instr… google/gemma-4-e4b

MachineASUSLENOVO 82JQ

CPUAMD Ryzen 5 5500AMD Ryzen 7 5800H

Cores1216

RAM31 GB16 GB

GPUNavi 44 [Radeon RX 9060 XT]NVIDIA GeForce RTX 3060 Laptop GPU

OSNobara Linux 43Microsoft Windows 11 家庭版中文版 10.0.26100

Archx64x64

Power Modeperformancebalanced

Performance

llama-3.1-8b-instr… google/gemma-4-e4b

Tokens/sec35.626.2

First chunk52 ms17 ms

TTFT256 ms572 ms

Load timeN/AN/A

Memory usage8.6 GB6.5 GB

Memory %28%41%

HW Fit Score Breakdown

llama-3.1-8b-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

google/gemma-4-e4b

Speed

46/50

TTFT

20/20

Memory

27/30

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

google/gemma-4-e4b

Reasoning

17/20

Coding

19/20

Instruction

4/20

Structured

4/15

Math

12/15

Multilingual

1/10

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

View llama-3.1-8b-instr… details | View google/gemma-4-e4b 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