Back to leaderboard

ministral-3:8b

OLLAMA GGUF

mistral3 · 8.9B · Q4_K_M

Good

Jun 25, 2026 · Apple M4 Pro

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 19, 2026 · Apple M4 Max

Global Score
79 vs 89
Hardware Fit
98 vs 96
Quality Score
71 vs 86

Hardware

ministral-3:8b qwen3-coder:30b
MachineMac miniMacBook Pro
CPUApple M4 ProApple M4 Max
Cores1216
RAM24 GB64 GB
GPUApple M4 ProApple M4 Max
OSmacOS 15.6.1macOS 26.5.1
Archarm64arm64
Power Modebalancedbalanced

Performance

ministral-3:8b qwen3-coder:30b
Tokens/sec41.489.9
First chunk257 ms188 ms
TTFT257 ms188 ms
Load time5.2 s4.0 s
Memory usage9.0 GB30.2 GB
Memory %38%47%

HW Fit Score Breakdown

ministral-3:8b

Speed
50/50
TTFT
20/20
Memory
28/30

qwen3-coder:30b

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

Quality

ministral-3:8b

Reasoning
12/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

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

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