lmstudio-community/meta-llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q4_K_M

Good

Mar 5, 2026 · Apple M4 Pro

qwen3.5:2b

OLLAMA GGUF

qwen35 · 2.3B · Q8_0

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score

78 vs 13

Hardware Fit

100 vs 41

Quality Score

69 vs 1

Hardware

lmstudio-community… qwen3.5:2b

MachineMac miniLENOVO 20L7CTO1WW

CPUApple M4 ProIntel Core™ i5-8350U

Cores148

RAM64 GB23 GB

GPUApple M4 ProKaby Lake-R GT2 [UHD Graphics 620]

OSmacOS 15.7.4Fedora Linux 43

Archarm64x64

Power Modebalancedlow-power

Performance

lmstudio-community… qwen3.5:2b

Tokens/sec46.04.5

First chunk245 ms1413 ms

TTFT245 ms31.1 s

Load timeN/A7.1 s

Memory usage4.6 GB3.8 GB

Memory %7%16%

HW Fit Score Breakdown

lmstudio-community/meta…

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.5:2b

Speed

11/50

TTFT

0/20

Memory

30/30

Quality

lmstudio-community/meta…

Reasoning

11/20

Coding

15/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

10/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor 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 lmstudio-community… 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