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qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Mar 5, 2026 · Intel Core™ Ultra 9 285K

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

Global Score
84 vs 76
Hardware Fit
97 vs 46
Quality Score
79 vs 89

Hardware

qwen3:8b gemma4:31b
MachineASUSMacBook Pro
CPUIntel Core™ Ultra 9 285KApple M4 Max
Cores2416
RAM47 GB64 GB
GPUNVIDIA GeForce RTX 5090, Intel(R) GraphicsApple M4 Max
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3:8b gemma4:31b
Tokens/sec208.022.4
First chunk82 ms565 ms
TTFT1.3 s30.0 s
Load time1.5 s6.9 s
Memory usage9.6 GB43.9 GB
Memory %20%69%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
18/20
Memory
29/30

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

Quality

qwen3:8b

Reasoning
18/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

gemma4:31b

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
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