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

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
77 vs 84
Hardware Fit
100 vs 69
Quality Score
67 vs 91

Hardware

mlx-community/meta… gptoss · 20.9B · M…
MachineMac miniMac Pro
CPUApple M4 ProIntel Core™ i5-10400
Cores1412
RAM64 GB32 GB
GPUApple M4 ProAMD Radeon RX 6700 XT
OSmacOS 15.7.4macOS 26.5.1
Archarm64x64
Power Modebalancedbalanced

Performance

mlx-community/meta… gptoss · 20.9B · M…
Tokens/sec54.317.5
First chunk277 ms643 ms
TTFT277 ms7.7 s
Load timeN/A0.0 s
Memory usage4.2 GB0.8 GB
Memory %7%3%

HW Fit Score Breakdown

mlx-community/meta-llam…

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

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
Memory
30/30

Quality

mlx-community/meta-llam…

Reasoning
11/20
Coding
14/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

gptoss · 20.9B · MXFP4

Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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