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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 62
Hardware Fit
100 vs 77
Quality Score
73 vs 55

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/sec35.627.6
First chunk52 ms23 ms
TTFT256 ms480 ms
Load timeN/AN/A
Memory usage8.6 GB13.2 GB
Memory %28%83%

HW Fit Score Breakdown

llama-3.1-8b-instruct

Speed
50/50
TTFT
20/20
Memory
30/30

google/gemma-4-e4b

Speed
48/50
TTFT
20/20
Memory
9/30

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
18/20
Coding
17/20
Instruction
5/20
Structured
3/15
Math
11/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Poor 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