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gemma4:31b

OLLAMA GGUF

gemma4 · 30.7B · Q4_K_M

Not Rec.

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
64 vs 84
Hardware Fit
41 vs 69
Quality Score
74 vs 91

Hardware

gemma4:31b gptoss · 20.9B · M…
MachineSystem manufacturerMac Pro
CPUAMD Ryzen 9 5950X 16-Core ProcessorIntel Core™ i5-10400
Cores3212
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 3090AMD Radeon RX 6700 XT
OSMicrosoft Windows 11 Pro 10.0.26300macOS 26.5.1
Archx64x64
Power Modebalancedbalanced

Performance

gemma4:31b gptoss · 20.9B · M…
Tokens/sec9.517.5
First chunk1751 ms643 ms
TTFT30.0 s7.7 s
Load time33.9 s0.0 s
Memory usage1.4 GB0.8 GB
Memory %4%3%

HW Fit Score Breakdown

gemma4:31b

Speed
11/50
TTFT
0/20
Memory
30/30

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
Memory
30/30

Quality

gemma4:31b

Reasoning
11/20
Coding
17/20
Instruction
10/20
Structured
15/15
Math
12/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

gptoss · 20.9B · MXFP4

Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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