Back to leaderboard

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 19, 2026 · Apple M4 Max

mistralai/ministral-3-3b

LM-STUDIO GGUF

mistral3 · 3B · Q4_K_M

Good

Oct 31, 2026 · AMD RYZEN AI MAX+ 395

Global Score
89 vs 75
Hardware Fit
96 vs 90
Quality Score
86 vs 68

Hardware

qwen3-coder:30b mistralai/ministra…
MachineMacBook ProGMKtec EVO-X3
CPUApple M4 MaxAMD RYZEN AI MAX+ 395
Cores1632
RAM64 GB120 GB
GPUApple M4 MaxAMD Radeon(TM) 8060S Graphics
OSmacOS 26.5.1Microsoft Windows 11 Pro 10.0.26300
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3-coder:30b mistralai/ministra…
Tokens/sec89.949.1
First chunk188 ms17 ms
TTFT188 ms677 ms
Load time4.0 s7.7 s
Memory usage30.2 GB48.1 GB
Memory %47%40%

HW Fit Score Breakdown

qwen3-coder:30b

Speed
50/50
TTFT
20/20
Memory
26/30

mistralai/ministral-3-3b

Speed
45/50
TTFT
18/20
Memory
27/30

Quality

qwen3-coder:30b

Reasoning
14/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

mistralai/ministral-3-3b

Reasoning
10/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Poor 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