baidu/ernie-4.5-21b-a3b

LM-STUDIO GGUF

ernie4_5-moe · 21B · Q4_K_M

Excellent

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

86 vs 85

Hardware Fit

93 vs 64

Quality Score

83 vs 94

Hardware

baidu/ernie-4.5-21… gemma-4-31b-it-mlx

MachineGMKtec EVO-X3MacBook Pro

CPUAMD RYZEN AI MAX+ 395Apple M4 Max

Cores3216

RAM120 GB128 GB

GPUAMD Radeon(TM) 8060S GraphicsApple M4 Max

OSMicrosoft Windows 11 Pro 10.0.26300macOS 26.5.2

Archx64arm64

Power Modebalancedbalanced

Performance

baidu/ernie-4.5-21… gemma-4-31b-it-mlx

Tokens/sec46.313.6

First chunk33 ms16 ms

TTFT383 ms558 ms

Load time49.7 s12.3 s

Memory usage32.5 GB0.0 GB

Memory %27%0%

HW Fit Score Breakdown

baidu/ernie-4.5-21b-a3b

Speed

43/50

TTFT

20/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

baidu/ernie-4.5-21b-a3b

Reasoning

16/20

Coding

17/20

Instruction

15/20

Structured

14/15

Math

12/15

Multilingual

9/10

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

gemma-4-31b-it-mlx

Reasoning

19/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

14/15

Multilingual

9/10

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

View baidu/ernie-4.5-21… details | View gemma-4-31b-it-mlx 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