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gemma4:latest

OLLAMA GGUF

gemma4 · 8.0B · Q4_K_M

Excellent

Jul 11, 2026 · AMD Ryzen 9 9950X 16-Core Processor

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Jun 26, 2026 · Cortex-A78AE

Global Score
87 vs 35
Hardware Fit
75 vs 100
Quality Score
92 vs 7

Hardware

gemma4:latest starcoder2:3b
MachineMicro-Star International Co., Ltd. MS-7E47NVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUAMD Ryzen 9 9950X 16-Core ProcessorCortex-A78AE
Cores326
RAM125 GB7 GB
GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 4080 SUPERIntegrated / Unknown
OSMicrosoft Windows 11 Pro 10.0.26100Ubuntu 22.04.5 LTS
Archx64arm64
Power Modebalancedbalanced

Performance

gemma4:latest starcoder2:3b
Tokens/sec42.431.5
First chunk472 ms392 ms
TTFT3.8 s392 ms
Load time0.3 s4.8 s
Memory usage12.3 GB1.8 GB
Memory %10%24%

HW Fit Score Breakdown

gemma4:latest

Speed
40/50
TTFT
5/20
Memory
30/30

starcoder2:3b

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

Quality

gemma4:latest

Reasoning
19/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

starcoder2:3b

Reasoning
0/20
Coding
3/20
Instruction
1/20
Structured
0/15
Math
1/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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