llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

qwen3.5:2b

OLLAMA GGUF

qwen35 · 2.3B · Q8_0

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score

81 vs 13

Hardware Fit

100 vs 41

Quality Score

73 vs 1

Hardware

llama-3.1-8b-instr… qwen3.5:2b

MachineASUSLENOVO 20L7CTO1WW

CPUAMD Ryzen 5 5500Intel Core™ i5-8350U

Cores128

RAM31 GB23 GB

GPUNavi 44 [Radeon RX 9060 XT]Kaby Lake-R GT2 [UHD Graphics 620]

OSNobara Linux 43Fedora Linux 43

Archx64x64

Power Modeperformancelow-power

Performance

llama-3.1-8b-instr… qwen3.5:2b

Tokens/sec35.64.5

First chunk52 ms1413 ms

TTFT256 ms31.1 s

Load timeN/A7.1 s

Memory usage8.6 GB3.8 GB

Memory %28%16%

HW Fit Score Breakdown

llama-3.1-8b-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.5:2b

Speed

11/50

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

qwen3.5:2b

Reasoning

0/20

Coding

0/20

Instruction

1/20

Structured

0/15

Math

0/15

Multilingual

0/10

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

View llama-3.1-8b-instr… details | View qwen3.5:2b 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