Back to leaderboard

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

Aug 22, 2026 · AMD EPYC 7713 64-Core Processor

Global Score
81 vs 89
Hardware Fit
100 vs 88
Quality Score
73 vs 89

Hardware

llama-3.1-8b-instr… qwen3.8:27b-q8_0
MachineASUSDell Inc. PowerEdge XE8545
CPUAMD Ryzen 5 5500AMD EPYC 7713 64-Core Processor
Cores12128
RAM31 GB1007 GB
GPUNavi 44 [Radeon RX 9060 XT]GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OSNobara Linux 43Rocky Linux 8.10
Archx64x64
Power Modeperformanceunknown

Performance

llama-3.1-8b-instr… qwen3.8:27b-q8_0
Tokens/sec35.639.9
First chunk52 ms192 ms
TTFT256 ms192 ms
Load timeN/A19.0 s
Memory usage8.6 GB51.0 GB
Memory %28%5%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

qwen3.8:27b-q8_0

Speed
38/50
TTFT
20/20
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

qwen3.8:27b-q8_0

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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