Back to leaderboard

mlx-community/Yi-1.5-6B-Chat-4bit

LM-STUDIO GGUF
Good

Mar 5, 2026 · Apple M4

Flint-UD-Q4_K_XL-GGUF:latest

OLLAMA GGUF

flint · 39.8B · Q4_K_M

Excellent

Oct 23, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
73 vs 90
Hardware Fit
100 vs 82
Quality Score
62 vs 93

Hardware

mlx-community/Yi-1… Flint-UD-Q4_K_XL-G…
MachineMacBook AirMicro-Star International Co., Ltd. MS-7E51
CPUApple M4AMD Ryzen 7 9700X 8-Core Processor
Cores1016
RAM32 GB31 GB
GPUApple M4NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26300
Archarm64x64
Power Modebalancedbalanced

Performance

mlx-community/Yi-1… Flint-UD-Q4_K_XL-G…
Tokens/sec29.169.3
First chunk451 ms1434 ms
TTFT451 ms1.4 s
Load timeN/A0.0 s
Memory usage0.9 GB23.8 GB
Memory %3%77%

HW Fit Score Breakdown

mlx-community/Yi-1.5-6B…

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

Flint-UD-Q4_K_XL-GGUF:l…

Speed
50/50
TTFT
20/20
Memory
12/30

Quality

mlx-community/Yi-1.5-6B…

Reasoning
10/20
Coding
11/20
Instruction
13/20
Structured
13/15
Math
9/15
Multilingual
6/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Adequate

Flint-UD-Q4_K_XL-GGUF:l…

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
14/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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