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qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

lmstudio-community/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
78 vs 75
Hardware Fit
86 vs 48
Quality Score
74 vs 86

Hardware

qwen3:8b lmstudio-community…
MachineDocker Container
CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Gen Intel® Core™ i9-11900H
Cores2416
RAM64 GB15 GB
GPUNVIDIA GeForce RTX 4060 TiTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3:8b lmstudio-community…
Tokens/sec48.55.8
First chunk202 ms101 ms
TTFT4.3 s5.3 s
Load time4.2 s11.0 s
Memory usage5.5 GB0.6 GB
Memory %9%4%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
6/20
Memory
30/30

lmstudio-community/gemm…

Speed
10/50
TTFT
8/20
Memory
30/30

Quality

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

lmstudio-community/gemm…

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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