llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

81 vs 69

Hardware Fit

100 vs 50

Quality Score

73 vs 77

Hardware

llama-3.1-8b-instr… mistralai/devstral…

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… mistralai/devstral…

Tokens/sec35.65.7

First chunk52 ms5007 ms

TTFT256 ms5.0 s

Load timeN/AN/A

Memory usage8.6 GB13.2 GB

Memory %28%41%

HW Fit Score Breakdown

llama-3.1-8b-instruct

Speed

50/50

TTFT

20/20

Memory

30/30

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

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

mistralai/devstral-smal…

Reasoning

16/20

Coding

18/20

Instruction

13/20

Structured

14/15

Math

6/15

Multilingual

10/10

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

View llama-3.1-8b-instr… details | View mistralai/devstral… 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