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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

yi-coder-1.5b-chat

LM-STUDIO GGUF

llama · 1.5B · Q4_K_M

Marginal

Mar 7, 2026 · Intel Core™ i5-5300U

Global Score
87 vs 45
Hardware Fit
75 vs 67
Quality Score
92 vs 35

Hardware

gemma4:latest yi-coder-1.5b-chat
MachineMicro-Star International Co., Ltd. MS-7E47LENOVO 20BUS00700
CPUAMD Ryzen 9 9950X 16-Core ProcessorIntel Core™ i5-5300U
Cores324
RAM125 GB16 GB
GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 4080 SUPERIntel(R) HD Graphics 5500
OSMicrosoft Windows 11 Pro 10.0.26100Microsoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modebalancedbalanced

Performance

gemma4:latest yi-coder-1.5b-chat
Tokens/sec42.47.7
First chunk472 ms2668 ms
TTFT3.8 s2.7 s
Load time0.3 sN/A
Memory usage12.3 GB0.9 GB
Memory %10%6%

HW Fit Score Breakdown

gemma4:latest

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

yi-coder-1.5b-chat

Speed
26/50
TTFT
17/20
Memory
24/30

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

yi-coder-1.5b-chat

Reasoning
4/20
Coding
12/20
Instruction
6/20
Structured
6/15
Math
1/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Adequate

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