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qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

Global Score
80 vs 76
Hardware Fit
85 vs 46
Quality Score
78 vs 89

Hardware

qwen3:8b gemma4:31b
MachineHP HP Z8 G4 WorkstationMacBook Pro
CPUIntel Xeon® Gold 6230Apple M4 Max
Cores8016
RAM252 GB64 GB
GPUTU104GL [Quadro RTX 5000]Apple M4 Max
OSUbuntu 24.04.4 LTSmacOS 26.3.1
Archx64arm64
Power Modelow-powerbalanced

Performance

qwen3:8b gemma4:31b
Tokens/sec65.122.4
First chunk289 ms565 ms
TTFT4.2 s30.0 s
Load time4.6 s6.9 s
Memory usage5.6 GB43.9 GB
Memory %2%69%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
5/20
Memory
30/30

gemma4:31b

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

Quality

qwen3:8b

Reasoning
17/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate 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