llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

deepseek-coder:6.7b

OLLAMA GGUF

llama · 7B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score

81 vs 57

Hardware Fit

100 vs 98

Quality Score

73 vs 39

Hardware

llama-3.1-8b-instr… deepseek-coder:6.7b

MachineASUSMacBook Air

CPUAMD Ryzen 5 5500Apple M4

Cores1210

RAM31 GB32 GB

GPUNavi 44 [Radeon RX 9060 XT]Apple M4

OSNobara Linux 43macOS 26.3

Archx64arm64

Power Modeperformancebalanced

Performance

llama-3.1-8b-instr… deepseek-coder:6.7b

Tokens/sec35.624.1

First chunk52 msN/A

TTFT256 ms251 ms

Load timeN/A0.9 s

Memory usage8.6 GB12.6 GB

Memory %28%39%

HW Fit Score Breakdown

llama-3.1-8b-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

deepseek-coder:6.7b

Speed

38/50

TTFT

30/20

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

deepseek-coder:6.7b

Reasoning

4/20

Coding

14/20

Instruction

9/20

Structured

6/15

Math

1/15

Multilingual

5/10

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

View llama-3.1-8b-instr… details | View deepseek-coder:6.7b 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